diff options
Diffstat (limited to 'runs/slurm_logs/14363508_cifar100_depth.err')
| -rw-r--r-- | runs/slurm_logs/14363508_cifar100_depth.err | 6 |
1 files changed, 6 insertions, 0 deletions
diff --git a/runs/slurm_logs/14363508_cifar100_depth.err b/runs/slurm_logs/14363508_cifar100_depth.err new file mode 100644 index 0000000..f7fc3e6 --- /dev/null +++ b/runs/slurm_logs/14363508_cifar100_depth.err @@ -0,0 +1,6 @@ +
0%| | 0.00/169M [00:00<?, ?B/s]
0%| | 262k/169M [00:00<01:11, 2.37MB/s]
2%|▏ | 3.44M/169M [00:00<00:08, 18.9MB/s]
4%|▎ | 6.13M/169M [00:00<00:07, 21.7MB/s]
5%|▍ | 8.36M/169M [00:00<00:08, 18.5MB/s]
6%|▌ | 10.3M/169M [00:00<00:10, 14.9MB/s]
7%|▋ | 11.9M/169M [00:00<00:13, 11.9MB/s]
8%|▊ | 13.3M/169M [00:01<00:15, 9.94MB/s]
9%|▊ | 14.4M/169M [00:01<00:17, 8.89MB/s]
9%|▉ | 15.4M/169M [00:01<00:18, 8.22MB/s]
10%|▉ | 16.3M/169M [00:01<00:19, 7.97MB/s]
10%|█ | 17.1M/169M [00:01<00:19, 7.64MB/s]
11%|█ | 17.9M/169M [00:01<00:19, 7.60MB/s]
11%|█ | 18.7M/169M [00:01<00:20, 7.47MB/s]
11%|█▏ | 19.4M/169M [00:01<00:21, 7.09MB/s]
12%|█▏ | 20.2M/169M [00:02<00:22, 6.55MB/s]
12%|█▏ | 20.8M/169M [00:02<00:24, 5.96MB/s]
13%|█▎ | 21.5M/169M [00:02<00:27, 5.32MB/s]
13%|█▎ | 22.0M/169M [00:02<00:29, 5.02MB/s]
13%|█▎ | 22.5M/169M [00:02<00:30, 4.83MB/s]
14%|█▎ | 23.0M/169M [00:02<00:30, 4.77MB/s]
14%|█▍ | 23.5M/169M [00:02<00:30, 4.79MB/s]
14%|█▍ | 24.0M/169M [00:02<00:30, 4.78MB/s]
15%|█▍ | 24.5M/169M [00:03<00:29, 4.89MB/s]
15%|█▍ | 25.0M/169M [00:03<00:30, 4.72MB/s]
15%|█▌ | 25.5M/169M [00:03<00:32, 4.41MB/s]
15%|█▌ | 26.0M/169M [00:03<00:34, 4.19MB/s]
16%|█▌ | 26.4M/169M [00:03<00:37, 3.80MB/s]
16%|█▌ | 26.8M/169M [00:03<00:42, 3.35MB/s]
16%|█▌ | 27.2M/169M [00:03<00:45, 3.14MB/s]
16%|█▋ | 27.5M/169M [00:04<00:48, 2.90MB/s]
16%|█▋ | 27.8M/169M [00:04<00:51, 2.77MB/s]
17%|█▋ | 28.1M/169M [00:04<00:50, 2.78MB/s]
17%|█▋ | 28.4M/169M [00:04<00:49, 2.81MB/s]
17%|█▋ | 28.7M/169M [00:04<00:49, 2.84MB/s]
17%|█▋ | 29.1M/169M [00:04<00:46, 3.00MB/s]
17%|█▋ | 29.4M/169M [00:04<00:45, 3.06MB/s]
18%|█▊ | 29.8M/169M [00:04<00:43, 3.19MB/s]
18%|█▊ | 30.2M/169M [00:04<00:41, 3.35MB/s]
18%|█▊ | 30.5M/169M [00:05<00:43, 3.18MB/s]
18%|█▊ | 30.9M/169M [00:05<00:44, 3.09MB/s]
18%|█▊ | 31.2M/169M [00:05<00:45, 3.06MB/s]
19%|█▊ | 31.5M/169M [00:05<00:45, 3.03MB/s]
19%|█▉ | 31.9M/169M [00:05<00:49, 2.79MB/s]
19%|█▉ | 32.1M/169M [00:05<00:51, 2.67MB/s]
19%|█▉ | 32.4M/169M [00:05<00:51, 2.65MB/s]
19%|█▉ | 32.7M/169M [00:05<00:50, 2.69MB/s]
20%|█▉ | 33.1M/169M [00:05<00:49, 2.76MB/s]
20%|█▉ | 33.4M/169M [00:06<00:47, 2.86MB/s]
20%|█▉ | 33.7M/169M [00:06<00:45, 2.96MB/s]
20%|██ | 34.1M/169M [00:06<00:43, 3.07MB/s]
20%|██ | 34.4M/169M [00:06<00:41, 3.21MB/s]
21%|██ | 34.8M/169M [00:06<00:42, 3.19MB/s]
21%|██ | 35.1M/169M [00:06<00:42, 3.16MB/s]
21%|██ | 35.4M/169M [00:06<00:43, 3.05MB/s]
21%|██ | 35.7M/169M [00:06<00:47, 2.83MB/s]
21%|██▏ | 36.0M/169M [00:06<00:51, 2.59MB/s]
22%|██▏ | 36.3M/169M [00:07<00:59, 2.22MB/s]
22%|██▏ | 36.6M/169M [00:07<01:02, 2.10MB/s]
22%|██▏ | 36.8M/169M [00:07<01:03, 2.07MB/s]
22%|██▏ | 37.1M/169M [00:07<01:02, 2.10MB/s]
22%|██▏ | 37.3M/169M [00:07<01:00, 2.17MB/s]
22%|██▏ | 37.6M/169M [00:07<00:57, 2.27MB/s]
22%|██▏ | 37.8M/169M [00:07<00:56, 2.34MB/s]
23%|██▎ | 38.1M/169M [00:07<00:57, 2.28MB/s]
23%|██▎ | 38.4M/169M [00:08<00:59, 2.19MB/s]
23%|██▎ | 38.6M/169M [00:08<00:58, 2.22MB/s]
23%|██▎ | 38.9M/169M [00:08<00:57, 2.25MB/s]
23%|██▎ | 39.2M/169M [00:08<00:55, 2.35MB/s]
23%|██▎ | 39.5M/169M [00:08<00:53, 2.43MB/s]
24%|██▎ | 39.8M/169M [00:08<00:50, 2.57MB/s]
24%|██▍ | 40.2M/169M [00:08<00:47, 2.74MB/s]
24%|██▍ | 40.5M/169M [00:08<00:44, 2.89MB/s]
24%|██▍ | 40.9M/169M [00:08<00:41, 3.05MB/s]
24%|██▍ | 41.3M/169M [00:09<00:40, 3.13MB/s]
25%|██▍ | 41.6M/169M [00:09<00:42, 2.98MB/s]
25%|██▍ | 41.9M/169M [00:09<00:44, 2.86MB/s]
25%|██▍ | 42.2M/169M [00:09<00:44, 2.88MB/s]
25%|██▌ | 42.5M/169M [00:09<00:46, 2.71MB/s]
25%|██▌ | 42.8M/169M [00:09<00:49, 2.53MB/s]
25%|██▌ | 43.1M/169M [00:09<00:55, 2.27MB/s]
26%|██▌ | 43.4M/169M [00:09<00:59, 2.11MB/s]
26%|██▌ | 43.6M/169M [00:10<01:00, 2.08MB/s]
26%|██▌ | 43.8M/169M [00:10<01:00, 2.07MB/s]
26%|██▌ | 44.0M/169M [00:10<01:04, 1.95MB/s]
26%|██▌ | 44.3M/169M [00:10<01:05, 1.90MB/s]
26%|██▋ | 44.5M/169M [00:10<01:05, 1.89MB/s]
26%|██▋ | 44.7M/169M [00:10<01:03, 1.96MB/s]
27%|██▋ | 44.9M/169M [00:10<01:00, 2.04MB/s]
27%|██▋ | 45.2M/169M [00:10<01:01, 2.03MB/s]
27%|██▋ | 45.4M/169M [00:11<01:03, 1.94MB/s]
27%|██▋ | 45.6M/169M [00:11<01:04, 1.93MB/s]
27%|██▋ | 45.8M/169M [00:11<01:10, 1.76MB/s]
27%|██▋ | 46.0M/169M [00:11<01:12, 1.69MB/s]
27%|██▋ | 46.2M/169M [00:11<01:22, 1.48MB/s]
27%|██▋ | 46.3M/169M [00:11<01:23, 1.47MB/s]
28%|██▊ | 46.5M/169M [00:11<01:28, 1.39MB/s]
28%|██▊ | 46.7M/169M [00:11<01:32, 1.33MB/s]
28%|██▊ | 46.8M/169M [00:12<01:33, 1.31MB/s]
28%|██▊ | 47.0M/169M [00:12<01:31, 1.33MB/s]
28%|██▊ | 47.2M/169M [00:12<01:34, 1.29MB/s]
28%|██▊ | 47.3M/169M [00:12<01:31, 1.33MB/s]
28%|██▊ | 47.5M/169M [00:12<01:30, 1.34MB/s]
28%|██▊ | 47.6M/169M [00:12<01:26, 1.40MB/s]
28%|██▊ | 47.8M/169M [00:12<01:20, 1.50MB/s]
28%|██▊ | 48.1M/169M [00:12<01:13, 1.65MB/s]
29%|██▊ | 48.3M/169M [00:13<01:08, 1.76MB/s]
29%|██▊ | 48.6M/169M [00:13<01:02, 1.92MB/s]
29%|██▉ | 48.8M/169M [00:13<00:58, 2.07MB/s]
29%|██▉ | 49.1M/169M [00:13<00:54, 2.21MB/s]
29%|██▉ | 49.3M/169M [00:13<00:53, 2.22MB/s]
29%|██▉ | 49.5M/169M [00:13<00:55, 2.16MB/s]
29%|██▉ | 49.8M/169M [00:13<00:54, 2.18MB/s]
30%|██▉ | 50.0M/169M [00:13<00:55, 2.16MB/s]
30%|██▉ | 50.3M/169M [00:13<00:51, 2.29MB/s]
30%|██▉ | 50.6M/169M [00:14<00:49, 2.39MB/s]
30%|███ | 50.9M/169M [00:14<00:48, 2.46MB/s]
30%|███ | 51.2M/169M [00:14<00:44, 2.67MB/s]
30%|███ | 51.5M/169M [00:14<00:42, 2.74MB/s]
31%|███ | 51.9M/169M [00:14<00:39, 2.96MB/s]
31%|███ | 52.2M/169M [00:14<00:38, 3.04MB/s]
31%|███ | 52.6M/169M [00:14<00:37, 3.08MB/s]
31%|███▏ | 52.9M/169M [00:14<00:38, 3.02MB/s]
32%|███▏ | 53.2M/169M [00:14<00:39, 2.94MB/s]
32%|███▏ | 53.6M/169M [00:15<00:43, 2.64MB/s]
32%|███▏ | 53.9M/169M [00:15<00:46, 2.47MB/s]
32%|███▏ | 54.1M/169M [00:15<00:47, 2.42MB/s]
32%|███▏ | 54.4M/169M [00:15<00:47, 2.40MB/s]
32%|███▏ | 54.7M/169M [00:15<00:49, 2.32MB/s]
32%|███▏ | 54.9M/169M [00:15<00:52, 2.19MB/s]
33%|███▎ | 55.1M/169M [00:15<00:53, 2.15MB/s]
33%|███▎ | 55.4M/169M [00:15<00:52, 2.16MB/s]
33%|███▎ | 55.6M/169M [00:15<00:51, 2.20MB/s]
33%|███▎ | 55.9M/169M [00:16<00:49, 2.27MB/s]
33%|███▎ | 56.2M/169M [00:16<00:51, 2.20MB/s]
33%|███▎ | 56.4M/169M [00:16<00:52, 2.14MB/s]
34%|███▎ | 56.6M/169M [00:16<00:53, 2.11MB/s]
34%|███▎ | 56.9M/169M [00:16<00:52, 2.14MB/s]
34%|███▍ | 57.1M/169M [00:16<00:51, 2.18MB/s]
34%|███▍ | 57.3M/169M [00:16<00:50, 2.23MB/s]
34%|███▍ | 57.6M/169M [00:16<00:46, 2.41MB/s]
34%|███▍ | 57.9M/169M [00:16<00:45, 2.47MB/s]
34%|███▍ | 58.2M/169M [00:17<00:44, 2.50MB/s]
35%|███▍ | 58.5M/169M [00:17<00:46, 2.37MB/s]
35%|███▍ | 58.7M/169M [00:17<00:51, 2.13MB/s]
35%|███▍ | 58.9M/169M [00:17<01:01, 1.78MB/s]
35%|███▍ | 59.1M/169M [00:17<01:05, 1.68MB/s]
35%|███▌ | 59.3M/169M [00:17<01:05, 1.68MB/s]
35%|███▌ | 59.5M/169M [00:17<01:04, 1.70MB/s]
35%|███▌ | 59.7M/169M [00:18<01:02, 1.75MB/s]
35%|███▌ | 60.0M/169M [00:18<00:59, 1.85MB/s]
36%|███▌ | 60.2M/169M [00:18<00:54, 1.98MB/s]
36%|███▌ | 60.5M/169M [00:18<00:50, 2.13MB/s]
36%|███▌ | 60.8M/169M [00:18<00:47, 2.26MB/s]
36%|███▌ | 61.0M/169M [00:18<00:45, 2.37MB/s]
36%|███▋ | 61.4M/169M [00:18<00:42, 2.53MB/s]
37%|███▋ | 61.7M/169M [00:18<00:39, 2.72MB/s]
37%|███▋ | 62.0M/169M [00:18<00:37, 2.87MB/s]
37%|███▋ | 62.4M/169M [00:18<00:34, 3.05MB/s]
37%|███▋ | 62.7M/169M [00:19<00:34, 3.12MB/s]
37%|███▋ | 63.1M/169M [00:19<00:31, 3.32MB/s]
38%|███▊ | 63.5M/169M [00:19<00:32, 3.23MB/s]
38%|███▊ | 63.8M/169M [00:19<00:34, 3.09MB/s]
38%|███▊ | 64.1M/169M [00:19<00:34, 3.03MB/s]
38%|███▊ | 64.5M/169M [00:19<00:33, 3.10MB/s]
38%|███▊ | 64.8M/169M [00:19<00:34, 3.01MB/s]
39%|███▊ | 65.1M/169M [00:19<00:37, 2.80MB/s]
39%|███▊ | 65.4M/169M [00:20<00:38, 2.68MB/s]
39%|███▉ | 65.7M/169M [00:20<00:38, 2.69MB/s]
39%|███▉ | 66.0M/169M [00:20<00:37, 2.75MB/s]
39%|███▉ | 66.4M/169M [00:20<00:36, 2.84MB/s]
39%|███▉ | 66.7M/169M [00:20<00:38, 2.67MB/s]
40%|███▉ | 66.9M/169M [00:20<00:40, 2.55MB/s]
40%|███▉ | 67.2M/169M [00:20<00:39, 2.56MB/s]
40%|███▉ | 67.5M/169M [00:20<00:39, 2.57MB/s]
40%|████ | 67.8M/169M [00:20<00:41, 2.41MB/s]
40%|████ | 68.0M/169M [00:21<00:43, 2.32MB/s]
40%|████ | 68.3M/169M [00:21<00:44, 2.29MB/s]
41%|████ | 68.6M/169M [00:21<00:43, 2.33MB/s]
41%|████ | 68.8M/169M [00:21<00:42, 2.36MB/s]
41%|████ | 69.1M/169M [00:21<00:40, 2.44MB/s]
41%|████ | 69.4M/169M [00:21<00:38, 2.57MB/s]
41%|████ | 69.7M/169M [00:21<00:37, 2.67MB/s]
41%|████▏ | 70.1M/169M [00:21<00:35, 2.82MB/s]
42%|████▏ | 70.4M/169M [00:21<00:33, 2.98MB/s]
42%|████▏ | 70.7M/169M [00:22<00:32, 3.01MB/s]
42%|████▏ | 71.1M/169M [00:22<00:34, 2.83MB/s]
42%|████▏ | 71.4M/169M [00:22<00:35, 2.77MB/s]
42%|████▏ | 71.7M/169M [00:22<00:35, 2.76MB/s]
43%|████▎ | 72.0M/169M [00:22<00:33, 2.89MB/s]
43%|████▎ | 72.3M/169M [00:22<00:33, 2.88MB/s]
43%|████▎ | 72.6M/169M [00:22<00:31, 3.06MB/s]
43%|████▎ | 73.0M/169M [00:22<00:32, 2.97MB/s]
43%|████▎ | 73.3M/169M [00:22<00:34, 2.81MB/s]
44%|████▎ | 73.6M/169M [00:23<00:34, 2.76MB/s]
44%|████▎ | 73.9M/169M [00:23<00:34, 2.75MB/s]
44%|████▍ | 74.2M/169M [00:23<00:34, 2.73MB/s]
44%|████▍ | 74.5M/169M [00:23<00:34, 2.77MB/s]
44%|████▍ | 74.8M/169M [00:23<00:33, 2.85MB/s]
44%|████▍ | 75.1M/169M [00:23<00:32, 2.92MB/s]
45%|████▍ | 75.5M/169M [00:23<00:31, 3.01MB/s]
45%|████▍ | 75.8M/169M [00:23<00:30, 3.07MB/s]
45%|████▌ | 76.1M/169M [00:23<00:30, 3.00MB/s]
45%|████▌ | 76.4M/169M [00:24<00:32, 2.89MB/s]
45%|████▌ | 76.7M/169M [00:24<00:34, 2.69MB/s]
46%|████▌ | 77.0M/169M [00:24<00:37, 2.46MB/s]
46%|████▌ | 77.3M/169M [00:24<00:38, 2.37MB/s]
46%|████▌ | 77.6M/169M [00:24<00:38, 2.35MB/s]
46%|████▌ | 77.8M/169M [00:24<00:38, 2.36MB/s]
46%|████▌ | 78.1M/169M [00:24<00:37, 2.43MB/s]
46%|████▋ | 78.4M/169M [00:24<00:36, 2.52MB/s]
47%|████▋ | 78.7M/169M [00:24<00:34, 2.62MB/s]
47%|████▋ | 79.0M/169M [00:25<00:33, 2.70MB/s]
47%|████▋ | 79.3M/169M [00:25<00:31, 2.85MB/s]
47%|████▋ | 79.7M/169M [00:25<00:29, 3.04MB/s]
47%|████▋ | 80.0M/169M [00:25<00:28, 3.15MB/s]
48%|████▊ | 80.3M/169M [00:25<00:29, 2.97MB/s]
48%|████▊ | 80.7M/169M [00:25<00:30, 2.87MB/s]
48%|████▊ | 81.0M/169M [00:25<00:30, 2.92MB/s]
48%|████▊ | 81.3M/169M [00:25<00:30, 2.92MB/s]
48%|████▊ | 81.7M/169M [00:25<00:28, 3.02MB/s]
49%|████▊ | 82.0M/169M [00:26<00:27, 3.11MB/s]
49%|████▉ | 82.4M/169M [00:26<00:26, 3.24MB/s]
49%|████▉ | 82.8M/169M [00:26<00:25, 3.42MB/s]
49%|████▉ | 83.2M/169M [00:26<00:24, 3.49MB/s]
49%|████▉ | 83.6M/169M [00:26<00:23, 3.70MB/s]
50%|████▉ | 84.0M/169M [00:26<00:22, 3.72MB/s]
50%|████▉ | 84.4M/169M [00:26<00:23, 3.60MB/s]
50%|█████ | 84.8M/169M [00:26<00:24, 3.42MB/s]
50%|█████ | 85.2M/169M [00:26<00:24, 3.42MB/s]
51%|█████ | 85.5M/169M [00:27<00:26, 3.17MB/s]
51%|█████ | 85.9M/169M [00:27<00:28, 2.94MB/s]
51%|█████ | 86.2M/169M [00:27<00:29, 2.82MB/s]
51%|█████ | 86.5M/169M [00:27<00:30, 2.74MB/s]
51%|█████▏ | 86.8M/169M [00:27<00:32, 2.51MB/s]
51%|█████▏ | 87.0M/169M [00:27<00:33, 2.43MB/s]
52%|█████▏ | 87.3M/169M [00:27<00:33, 2.41MB/s]
52%|█████▏ | 87.6M/169M [00:27<00:33, 2.44MB/s]
52%|█████▏ | 87.8M/169M [00:28<00:32, 2.49MB/s]
52%|█████▏ | 88.1M/169M [00:28<00:31, 2.56MB/s]
52%|█████▏ | 88.5M/169M [00:28<00:29, 2.73MB/s]
53%|█████▎ | 88.8M/169M [00:28<00:28, 2.86MB/s]
53%|█████▎ | 89.2M/169M [00:28<00:26, 3.00MB/s]
53%|█████▎ | 89.6M/169M [00:28<00:25, 3.17MB/s]
53%|█████▎ | 89.9M/169M [00:28<00:24, 3.28MB/s]
53%|█████▎ | 90.4M/169M [00:28<00:22, 3.46MB/s]
54%|█████▎ | 90.8M/169M [00:28<00:21, 3.59MB/s]
54%|█████▍ | 91.2M/169M [00:29<00:20, 3.77MB/s]
54%|█████▍ | 91.7M/169M [00:29<00:19, 3.87MB/s]
55%|█████▍ | 92.1M/169M [00:29<00:19, 4.03MB/s]
55%|█████▍ | 92.6M/169M [00:29<00:18, 4.15MB/s]
55%|█████▌ | 93.1M/169M [00:29<00:17, 4.34MB/s]
55%|█████▌ | 93.6M/169M [00:29<00:16, 4.48MB/s]
56%|█████▌ | 94.0M/169M [00:29<00:17, 4.27MB/s]
56%|█████▌ | 94.5M/169M [00:29<00:19, 3.79MB/s]
56%|█████▌ | 94.9M/169M [00:29<00:21, 3.38MB/s]
56%|█████▋ | 95.2M/169M [00:30<00:23, 3.12MB/s]
57%|█████▋ | 95.6M/169M [00:30<00:26, 2.78MB/s]
57%|█████▋ | 95.8M/169M [00:30<00:29, 2.51MB/s]
57%|█████▋ | 96.1M/169M [00:30<00:32, 2.24MB/s]
57%|█████▋ | 96.4M/169M [00:30<00:33, 2.14MB/s]
57%|█████▋ | 96.6M/169M [00:30<00:34, 2.11MB/s]
57%|█████▋ | 96.9M/169M [00:30<00:33, 2.16MB/s]
57%|█████▋ | 97.1M/169M [00:31<00:32, 2.22MB/s]
58%|█████▊ | 97.4M/169M [00:31<00:34, 2.08MB/s]
58%|█████▊ | 97.6M/169M [00:31<00:34, 2.06MB/s]
58%|█████▊ | 97.8M/169M [00:31<00:33, 2.11MB/s]
58%|█████▊ | 98.0M/169M [00:31<00:33, 2.14MB/s]
58%|█████▊ | 98.3M/169M [00:31<00:31, 2.24MB/s]
58%|█████▊ | 98.6M/169M [00:31<00:30, 2.33MB/s]
58%|█████▊ | 98.8M/169M [00:31<00:29, 2.35MB/s]
59%|█████▊ | 99.1M/169M [00:31<00:31, 2.22MB/s]
59%|█████▉ | 99.3M/169M [00:32<00:31, 2.20MB/s]
59%|█████▉ | 99.6M/169M [00:32<00:31, 2.22MB/s]
59%|█████▉ | 99.8M/169M [00:32<00:30, 2.30MB/s]
59%|█████▉ | 100M/169M [00:32<00:29, 2.36MB/s]
59%|█████▉ | 100M/169M [00:32<00:27, 2.48MB/s]
60%|█████▉ | 101M/169M [00:32<00:26, 2.59MB/s]
60%|█████▉ | 101M/169M [00:32<00:24, 2.77MB/s]
60%|█████▉ | 101M/169M [00:32<00:23, 2.90MB/s]
60%|██████ | 102M/169M [00:32<00:22, 3.05MB/s]
60%|██████ | 102M/169M [00:32<00:21, 3.08MB/s]
61%|██████ | 102M/169M [00:33<00:22, 2.91MB/s]
61%|██████ | 103M/169M [00:33<00:23, 2.84MB/s]
61%|██████ | 103M/169M [00:33<00:23, 2.83MB/s]
61%|██████ | 103M/169M [00:33<00:22, 2.88MB/s]
61%|██████▏ | 104M/169M [00:33<00:21, 2.98MB/s]
62%|██████▏ | 104M/169M [00:33<00:21, 3.03MB/s]
62%|██████▏ | 104M/169M [00:33<00:20, 3.19MB/s]
62%|██████▏ | 105M/169M [00:33<00:19, 3.32MB/s]
62%|██████▏ | 105M/169M [00:33<00:18, 3.49MB/s]
62%|██████▏ | 105M/169M [00:34<00:17, 3.56MB/s]
63%|██████▎ | 106M/169M [00:34<00:18, 3.49MB/s]
63%|██████▎ | 106M/169M [00:34<00:17, 3.52MB/s]
63%|██████▎ | 107M/169M [00:34<00:18, 3.37MB/s]
63%|██████▎ | 107M/169M [00:34<00:18, 3.31MB/s]
63%|██████▎ | 107M/169M [00:34<00:18, 3.32MB/s]
64%|██████▎ | 108M/169M [00:34<00:18, 3.32MB/s]
64%|██████▍ | 108M/169M [00:34<00:19, 3.06MB/s]
64%|██████▍ | 108M/169M [00:34<00:20, 2.95MB/s]
64%|██████▍ | 109M/169M [00:35<00:20, 2.92MB/s]
64%|██████▍ | 109M/169M [00:35<00:20, 2.88MB/s]
65%|██████▍ | 109M/169M [00:35<00:22, 2.62MB/s]
65%|██████▍ | 110M/169M [00:35<00:26, 2.25MB/s]
65%|██████▍ | 110M/169M [00:35<00:27, 2.13MB/s]
65%|██████▌ | 110M/169M [00:35<00:27, 2.12MB/s]
65%|██████▌ | 110M/169M [00:35<00:27, 2.13MB/s]
65%|██████▌ | 111M/169M [00:35<00:26, 2.22MB/s]
66%|██████▌ | 111M/169M [00:36<00:25, 2.29MB/s]
66%|██████▌ | 111M/169M [00:36<00:24, 2.38MB/s]
66%|██████▌ | 111M/169M [00:36<00:23, 2.50MB/s]
66%|██████▌ | 112M/169M [00:36<00:21, 2.68MB/s]
66%|██████▋ | 112M/169M [00:36<00:20, 2.78MB/s]
67%|██████▋ | 112M/169M [00:36<00:19, 2.98MB/s]
67%|██████▋ | 113M/169M [00:36<00:19, 2.88MB/s]
67%|██████▋ | 113M/169M [00:36<00:20, 2.78MB/s]
67%|██████▋ | 113M/169M [00:36<00:20, 2.74MB/s]
67%|██████▋ | 114M/169M [00:37<00:20, 2.76MB/s]
67%|██████▋ | 114M/169M [00:37<00:19, 2.81MB/s]
68%|██████▊ | 114M/169M [00:37<00:18, 2.90MB/s]
68%|██████▊ | 115M/169M [00:37<00:18, 3.01MB/s]
68%|██████▊ | 115M/169M [00:37<00:17, 3.07MB/s]
68%|██████▊ | 115M/169M [00:37<00:16, 3.26MB/s]
68%|██████▊ | 116M/169M [00:37<00:15, 3.41MB/s]
69%|██████▊ | 116M/169M [00:37<00:15, 3.47MB/s]
69%|██████▉ | 117M/169M [00:37<00:14, 3.67MB/s]
69%|██████▉ | 117M/169M [00:38<00:13, 3.77MB/s]
69%|██████▉ | 117M/169M [00:38<00:13, 3.94MB/s]
70%|██████▉ | 118M/169M [00:38<00:13, 3.85MB/s]
70%|██████▉ | 118M/169M [00:38<00:13, 3.69MB/s]
70%|███████ | 119M/169M [00:38<00:13, 3.60MB/s]
70%|███████ | 119M/169M [00:38<00:13, 3.58MB/s]
71%|███████ | 119M/169M [00:38<00:13, 3.59MB/s]
71%|███████ | 120M/169M [00:38<00:13, 3.68MB/s]
71%|███████ | 120M/169M [00:38<00:13, 3.72MB/s]
71%|███████▏ | 121M/169M [00:38<00:12, 3.84MB/s]
72%|███████▏ | 121M/169M [00:39<00:12, 3.86MB/s]
72%|███████▏ | 121M/169M [00:39<00:12, 3.75MB/s]
72%|███████▏ | 122M/169M [00:39<00:14, 3.26MB/s]
72%|███████▏ | 122M/169M [00:39<00:16, 2.90MB/s]
72%|███████▏ | 123M/169M [00:39<00:16, 2.88MB/s]
73%|███████▎ | 123M/169M [00:39<00:16, 2.85MB/s]
73%|███████▎ | 123M/169M [00:39<00:16, 2.80MB/s]
73%|███████▎ | 123M/169M [00:40<00:17, 2.56MB/s]
73%|███████▎ | 124M/169M [00:40<00:18, 2.49MB/s]
73%|███████▎ | 124M/169M [00:40<00:20, 2.20MB/s]
73%|███████▎ | 124M/169M [00:40<00:21, 2.05MB/s]
74%|███████▎ | 124M/169M [00:40<00:21, 2.03MB/s]
74%|███████▍ | 125M/169M [00:40<00:21, 2.03MB/s]
74%|███████▍ | 125M/169M [00:40<00:20, 2.11MB/s]
74%|███████▍ | 125M/169M [00:40<00:20, 2.17MB/s]
74%|███████▍ | 125M/169M [00:40<00:19, 2.29MB/s]
74%|███████▍ | 126M/169M [00:41<00:18, 2.40MB/s]
75%|███████▍ | 126M/169M [00:41<00:16, 2.54MB/s]
75%|███████▍ | 126M/169M [00:41<00:16, 2.56MB/s]
75%|███████▍ | 127M/169M [00:41<00:16, 2.58MB/s]
75%|███████▌ | 127M/169M [00:41<00:16, 2.52MB/s]
75%|███████▌ | 127M/169M [00:41<00:16, 2.46MB/s]
75%|███████▌ | 127M/169M [00:41<00:16, 2.52MB/s]
76%|███████▌ | 128M/169M [00:41<00:15, 2.63MB/s]
76%|███████▌ | 128M/169M [00:41<00:15, 2.68MB/s]
76%|███████▌ | 128M/169M [00:42<00:14, 2.82MB/s]
76%|███████▌ | 129M/169M [00:42<00:13, 2.90MB/s]
76%|███████▋ | 129M/169M [00:42<00:14, 2.75MB/s]
77%|███████▋ | 129M/169M [00:42<00:15, 2.63MB/s]
77%|███████▋ | 130M/169M [00:42<00:15, 2.46MB/s]
77%|███████▋ | 130M/169M [00:42<00:17, 2.30MB/s]
77%|███████▋ | 130M/169M [00:42<00:17, 2.27MB/s]
77%|███████▋ | 130M/169M [00:42<00:18, 2.10MB/s]
77%|███████▋ | 131M/169M [00:43<00:19, 1.97MB/s]
77%|███████▋ | 131M/169M [00:43<00:21, 1.74MB/s]
78%|███████▊ | 131M/169M [00:43<00:23, 1.61MB/s]
78%|███████▊ | 131M/169M [00:43<00:26, 1.42MB/s]
78%|███████▊ | 131M/169M [00:43<00:28, 1.30MB/s]
78%|███████▊ | 132M/169M [00:43<00:29, 1.27MB/s]
78%|███████▊ | 132M/169M [00:44<00:29, 1.25MB/s]
78%|███████▊ | 132M/169M [00:44<00:27, 1.33MB/s]
78%|███████▊ | 132M/169M [00:44<00:26, 1.40MB/s]
78%|███████▊ | 132M/169M [00:44<00:24, 1.51MB/s]
78%|███████▊ | 132M/169M [00:44<00:22, 1.60MB/s]
79%|███████▊ | 133M/169M [00:44<00:20, 1.75MB/s]
79%|███████▊ | 133M/169M [00:44<00:18, 1.92MB/s]
79%|███████▉ | 133M/169M [00:44<00:17, 2.07MB/s]
79%|███████▉ | 133M/169M [00:44<00:16, 2.20MB/s]
79%|███████▉ | 134M/169M [00:45<00:14, 2.38MB/s]
79%|███████▉ | 134M/169M [00:45<00:14, 2.47MB/s]
80%|███████▉ | 134M/169M [00:45<00:14, 2.43MB/s]
80%|███████▉ | 135M/169M [00:45<00:14, 2.38MB/s]
80%|███████▉ | 135M/169M [00:45<00:14, 2.38MB/s]
80%|███████▉ | 135M/169M [00:45<00:14, 2.41MB/s]
80%|████████ | 135M/169M [00:45<00:13, 2.49MB/s]
80%|████████ | 136M/169M [00:45<00:12, 2.60MB/s]
81%|████████ | 136M/169M [00:45<00:12, 2.70MB/s]
81%|████████ | 136M/169M [00:45<00:11, 2.84MB/s]
81%|████████ | 137M/169M [00:46<00:10, 2.96MB/s]
81%|████████ | 137M/169M [00:46<00:10, 3.12MB/s]
81%|████████▏ | 137M/169M [00:46<00:09, 3.26MB/s]
82%|████████▏ | 138M/169M [00:46<00:09, 3.42MB/s]
82%|████████▏ | 138M/169M [00:46<00:09, 3.36MB/s]
82%|████████▏ | 139M/169M [00:46<00:09, 3.19MB/s]
82%|████████▏ | 139M/169M [00:46<00:10, 2.83MB/s]
82%|████████▏ | 139M/169M [00:46<00:12, 2.32MB/s]
83%|████████▎ | 139M/169M [00:47<00:13, 2.14MB/s]
83%|████████▎ | 140M/169M [00:47<00:14, 2.08MB/s]
83%|████████▎ | 140M/169M [00:47<00:13, 2.10MB/s]
83%|████████▎ | 140M/169M [00:47<00:13, 2.16MB/s]
83%|████████▎ | 140M/169M [00:47<00:12, 2.24MB/s]
83%|████████▎ | 141M/169M [00:47<00:12, 2.34MB/s]
83%|████████▎ | 141M/169M [00:47<00:11, 2.46MB/s]
84%|████████▎ | 141M/169M [00:47<00:11, 2.51MB/s]
84%|████████▍ | 142M/169M [00:48<00:11, 2.37MB/s]
84%|████████▍ | 142M/169M [00:48<00:11, 2.34MB/s]
84%|████████▍ | 142M/169M [00:48<00:11, 2.38MB/s]
84%|████████▍ | 142M/169M [00:48<00:11, 2.38MB/s]
84%|████████▍ | 143M/169M [00:48<00:11, 2.25MB/s]
85%|████████▍ | 143M/169M [00:48<00:12, 2.17MB/s]
85%|████████▍ | 143M/169M [00:48<00:12, 2.16MB/s]
85%|████████▍ | 143M/169M [00:48<00:11, 2.25MB/s]
85%|████████▍ | 144M/169M [00:48<00:11, 2.14MB/s]
85%|████████▌ | 144M/169M [00:49<00:12, 2.02MB/s]
85%|████████▌ | 144M/169M [00:49<00:12, 1.98MB/s]
85%|████████▌ | 144M/169M [00:49<00:13, 1.84MB/s]
85%|████████▌ | 144M/169M [00:49<00:13, 1.79MB/s]
86%|████████▌ | 145M/169M [00:49<00:13, 1.81MB/s]
86%|████████▌ | 145M/169M [00:49<00:13, 1.85MB/s]
86%|████████▌ | 145M/169M [00:49<00:12, 1.92MB/s]
86%|████████▌ | 145M/169M [00:49<00:11, 2.06MB/s]
86%|████████▌ | 146M/169M [00:49<00:10, 2.17MB/s]
86%|████████▋ | 146M/169M [00:50<00:10, 2.28MB/s]
86%|████████▋ | 146M/169M [00:50<00:09, 2.45MB/s]
87%|████████▋ | 146M/169M [00:50<00:08, 2.58MB/s]
87%|████████▋ | 147M/169M [00:50<00:08, 2.74MB/s]
87%|████████▋ | 147M/169M [00:50<00:07, 2.85MB/s]
87%|████████▋ | 148M/169M [00:50<00:07, 3.04MB/s]
87%|████████▋ | 148M/169M [00:50<00:06, 3.03MB/s]
88%|████████▊ | 148M/169M [00:50<00:06, 3.06MB/s]
88%|████████▊ | 149M/169M [00:50<00:07, 2.91MB/s]
88%|████████▊ | 149M/169M [00:51<00:06, 2.92MB/s]
88%|████████▊ | 149M/169M [00:51<00:06, 2.93MB/s]
88%|████████▊ | 149M/169M [00:51<00:06, 2.98MB/s]
89%|████████▊ | 150M/169M [00:51<00:06, 2.94MB/s]
89%|████████▉ | 150M/169M [00:51<00:06, 2.77MB/s]
89%|████████▉ | 150M/169M [00:51<00:06, 2.69MB/s]
89%|████████▉ | 151M/169M [00:51<00:06, 2.67MB/s]
89%|████████▉ | 151M/169M [00:51<00:06, 2.73MB/s]
90%|████████▉ | 151M/169M [00:51<00:06, 2.79MB/s]
90%|████████▉ | 152M/169M [00:52<00:05, 2.91MB/s]
90%|████████▉ | 152M/169M [00:52<00:05, 3.04MB/s]
90%|█████████ | 152M/169M [00:52<00:05, 3.17MB/s]
90%|█████████ | 153M/169M [00:52<00:04, 3.32MB/s]
91%|█████████ | 153M/169M [00:52<00:04, 3.44MB/s]
91%|█████████ | 154M/169M [00:52<00:04, 3.38MB/s]
91%|█████████ | 154M/169M [00:52<00:04, 3.41MB/s]
91%|█████████▏| 154M/169M [00:52<00:04, 2.99MB/s]
91%|█████████▏| 155M/169M [00:53<00:05, 2.72MB/s]
92%|█████████▏| 155M/169M [00:53<00:05, 2.67MB/s]
92%|█████████▏| 155M/169M [00:53<00:05, 2.62MB/s]
92%|█████████▏| 156M/169M [00:53<00:05, 2.43MB/s]
92%|█████████▏| 156M/169M [00:53<00:05, 2.32MB/s]
92%|█████████▏| 156M/169M [00:53<00:05, 2.28MB/s]
92%|█████████▏| 156M/169M [00:53<00:05, 2.35MB/s]
93%|█████████▎| 157M/169M [00:53<00:05, 2.37MB/s]
93%|█████████▎| 157M/169M [00:54<00:05, 2.19MB/s]
93%|█████████▎| 157M/169M [00:54<00:05, 2.09MB/s]
93%|█████████▎| 157M/169M [00:54<00:05, 2.15MB/s]
93%|█████████▎| 158M/169M [00:54<00:05, 2.20MB/s]
93%|█████████▎| 158M/169M [00:54<00:04, 2.24MB/s]
94%|█████████▎| 158M/169M [00:54<00:04, 2.41MB/s]
94%|█████████▎| 158M/169M [00:54<00:04, 2.46MB/s]
94%|█████████▍| 159M/169M [00:54<00:03, 2.60MB/s]
94%|█████████▍| 159M/169M [00:54<00:03, 2.78MB/s]
94%|█████████▍| 159M/169M [00:55<00:03, 2.92MB/s]
95%|█████████▍| 160M/169M [00:55<00:02, 3.08MB/s]
95%|█████████▍| 160M/169M [00:55<00:02, 3.22MB/s]
95%|█████████▍| 160M/169M [00:55<00:02, 3.21MB/s]
95%|█████████▌| 161M/169M [00:55<00:02, 3.10MB/s]
95%|█████████▌| 161M/169M [00:55<00:02, 3.04MB/s]
96%|█████████▌| 161M/169M [00:55<00:02, 3.00MB/s]
96%|█████████▌| 162M/169M [00:55<00:02, 2.96MB/s]
96%|█████████▌| 162M/169M [00:55<00:02, 2.77MB/s]
96%|█████████▌| 162M/169M [00:56<00:02, 2.72MB/s]
96%|█████████▋| 163M/169M [00:56<00:02, 2.69MB/s]
96%|█████████▋| 163M/169M [00:56<00:02, 2.67MB/s]
97%|█████████▋| 163M/169M [00:56<00:02, 2.68MB/s]
97%|█████████▋| 164M/169M [00:56<00:02, 2.45MB/s]
97%|█████████▋| 164M/169M [00:56<00:02, 2.42MB/s]
97%|█████████▋| 164M/169M [00:56<00:01, 2.45MB/s]
97%|█████████▋| 164M/169M [00:56<00:01, 2.49MB/s]
97%|█████████▋| 165M/169M [00:56<00:01, 2.56MB/s]
98%|█████████▊| 165M/169M [00:57<00:01, 2.64MB/s]
98%|█████████▊| 165M/169M [00:57<00:01, 2.78MB/s]
98%|█████████▊| 166M/169M [00:57<00:01, 2.92MB/s]
98%|█████████▊| 166M/169M [00:57<00:01, 3.00MB/s]
98%|█████████▊| 166M/169M [00:57<00:00, 3.19MB/s]
99%|█████████▊| 167M/169M [00:57<00:00, 3.34MB/s]
99%|█████████▉| 167M/169M [00:57<00:00, 3.49MB/s]
99%|█████████▉| 168M/169M [00:57<00:00, 3.59MB/s]
99%|█████████▉| 168M/169M [00:57<00:00, 3.74MB/s]
100%|█████████▉| 168M/169M [00:57<00:00, 3.89MB/s]
100%|█████████▉| 169M/169M [00:58<00:00, 4.12MB/s]
100%|██████████| 169M/169M [00:58<00:00, 2.91MB/s] +/usr/lib64/python3.9/tarfile.py:2288: RuntimeWarning: The default behavior of tarfile extraction has been changed to disallow common exploits (including CVE-2007-4559). By default, absolute/parent paths are disallowed and some mode bits are cleared. See https://access.redhat.com/articles/7004769 for more details. + warnings.warn( +
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<03:22, 1.92it/s]
train: 1%| | 4/391 [00:00<00:49, 7.85it/s]
train: 2%|▏ | 7/391 [00:00<00:29, 12.83it/s]
train: 3%|▎ | 10/391 [00:00<00:22, 16.82it/s]
train: 3%|▎ | 13/391 [00:00<00:19, 19.76it/s]
train: 4%|▍ | 16/391 [00:01<00:16, 22.12it/s]
train: 5%|▍ | 19/391 [00:01<00:15, 23.88it/s]
train: 6%|▌ | 22/391 [00:01<00:14, 24.94it/s]
train: 6%|▋ | 25/391 [00:01<00:14, 25.92it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 26.63it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 26.88it/s]
train: 9%|▊ | 34/391 [00:01<00:13, 27.31it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.61it/s]
train: 10%|█ | 40/391 [00:01<00:12, 27.83it/s]
train: 11%|█ | 43/391 [00:02<00:12, 27.72it/s]
train: 12%|█▏ | 46/391 [00:02<00:12, 27.90it/s]
train: 13%|█▎ | 49/391 [00:02<00:12, 28.03it/s]
train: 13%|█▎ | 52/391 [00:02<00:12, 27.85it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.99it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.10it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.90it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.03it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.12it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.19it/s]
train: 19%|█▊ | 73/391 [00:03<00:11, 27.97it/s]
train: 19%|█▉ | 76/391 [00:03<00:11, 28.06it/s]
train: 20%|██ | 79/391 [00:03<00:11, 28.14it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.94it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.06it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.15it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.94it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.06it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.15it/s]
train: 26%|██▌ | 100/391 [00:04<00:10, 28.21it/s]
train: 26%|██▋ | 103/391 [00:04<00:10, 27.98it/s]
train: 27%|██▋ | 106/391 [00:04<00:10, 28.10it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.18it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.94it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.05it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.14it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.95it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.06it/s]
train: 32%|███▏ | 127/391 [00:05<00:09, 28.15it/s]
train: 33%|███▎ | 130/391 [00:05<00:09, 28.21it/s]
train: 34%|███▍ | 133/391 [00:05<00:09, 27.99it/s]
train: 35%|███▍ | 136/391 [00:05<00:09, 28.10it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.18it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.96it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.09it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.17it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.95it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.07it/s]
train: 40%|████ | 157/391 [00:06<00:08, 28.16it/s]
train: 41%|████ | 160/391 [00:06<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:06<00:08, 27.97it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.09it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.95it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.07it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.15it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.94it/s]
train: 47%|████▋ | 184/391 [00:07<00:07, 28.05it/s]
train: 48%|████▊ | 187/391 [00:07<00:07, 28.14it/s]
train: 49%|████▊ | 190/391 [00:07<00:07, 28.20it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.99it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.10it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.17it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.96it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.08it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.16it/s]
train: 54%|█████▍ | 211/391 [00:08<00:06, 27.96it/s]
train: 55%|█████▍ | 214/391 [00:08<00:06, 28.05it/s]
train: 55%|█████▌ | 217/391 [00:08<00:06, 28.08it/s]
train: 56%|█████▋ | 220/391 [00:08<00:06, 28.15it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.93it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.06it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.15it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.95it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.08it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.17it/s]
train: 62%|██████▏ | 241/391 [00:09<00:05, 27.96it/s]
train: 62%|██████▏ | 244/391 [00:09<00:05, 28.08it/s]
train: 63%|██████▎ | 247/391 [00:09<00:05, 28.17it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.23it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 28.00it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.10it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.18it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.94it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.07it/s]
train: 69%|██████▊ | 268/391 [00:10<00:04, 28.16it/s]
train: 69%|██████▉ | 271/391 [00:10<00:04, 27.94it/s]
train: 70%|███████ | 274/391 [00:10<00:04, 28.07it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.16it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.23it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 28.00it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.10it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.19it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.97it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.09it/s]
train: 76%|███████▌ | 298/391 [00:11<00:03, 28.17it/s]
train: 77%|███████▋ | 301/391 [00:11<00:03, 27.94it/s]
train: 78%|███████▊ | 304/391 [00:11<00:03, 28.05it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.14it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.98it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.09it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.17it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.96it/s]
train: 83%|████████▎ | 325/391 [00:12<00:02, 28.08it/s]
train: 84%|████████▍ | 328/391 [00:12<00:02, 28.16it/s]
train: 85%|████████▍ | 331/391 [00:12<00:02, 27.95it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.07it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.16it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.22it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.99it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.09it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:13<00:01, 27.93it/s]
train: 91%|█████████ | 355/391 [00:13<00:01, 28.06it/s]
train: 92%|█████████▏| 358/391 [00:13<00:01, 28.14it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.94it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.07it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.15it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.21it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 28.00it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.10it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.18it/s]
train: 98%|█████████▊| 382/391 [00:14<00:00, 27.96it/s]
train: 98%|█████████▊| 385/391 [00:14<00:00, 27.91it/s]
train: 99%|█████████▉| 388/391 [00:14<00:00, 28.07it/s]
train: 100%|██████████| 391/391 [00:14<00:00, 28.19it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:29, 2.67it/s]
eval: 10%|█ | 8/79 [00:00<00:03, 20.86it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 33.97it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 43.36it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 50.06it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 54.81it/s]
eval: 54%|█████▍ | 43/79 [00:01<00:00, 58.21it/s]
eval: 63%|██████▎ | 50/79 [00:01<00:00, 60.60it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 62.31it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 63.46it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 64.32it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.02it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:08, 5.71it/s]
train: 1%| | 4/391 [00:00<00:23, 16.18it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.02it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.68it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.00it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.10it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.82it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.03it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.43it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.72it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.65it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.86it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.02it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.13it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.94it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.07it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.16it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.95it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.09it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.18it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.96it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.09it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.18it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.23it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 28.01it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.12it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.20it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.99it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.10it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.18it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.98it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.09it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.18it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.23it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 28.01it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.12it/s]
train: 28%|██▊ | 109/391 [00:04<00:09, 28.20it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.99it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.11it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.19it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.98it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.10it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.18it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.23it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 28.01it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.12it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.20it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.99it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.11it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.19it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.97it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.10it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.18it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.24it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 28.02it/s]
train: 42%|████▏ | 166/391 [00:06<00:07, 28.13it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.20it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.98it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.09it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.19it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.97it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.10it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.19it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.25it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 28.02it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.11it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.20it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.99it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.10it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.18it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.98it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.10it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.19it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.24it/s]
train: 57%|█████▋ | 223/391 [00:08<00:05, 28.02it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.12it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.20it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.98it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.10it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.19it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.98it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.09it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.18it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.24it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 28.01it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.12it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.21it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.99it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.11it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.18it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.98it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.10it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.19it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.25it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 28.02it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.13it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.20it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.99it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.12it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.20it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.98it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.10it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.19it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.25it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.98it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.09it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.18it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.96it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.08it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.17it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.97it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.09it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.18it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.23it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 28.01it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.12it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.20it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.98it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.10it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.18it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.96it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.09it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.18it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.23it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 28.00it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.11it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.19it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.98it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.92it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.08it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.89it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.43it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.97it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.65it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.92it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.91it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.19it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.04it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.60it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.94it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.25it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.68it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.88it/s]
train: 1%| | 4/391 [00:00<00:23, 16.42it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.21it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.81it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.08it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.14it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.83it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.03it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.44it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.71it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.64it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.85it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.00it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.10it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.90it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.04it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.13it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.93it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.05it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.14it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.92it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.04it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.13it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.20it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.98it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.09it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.18it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.97it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.08it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.16it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.95it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.07it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.14it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.21it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.98it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.09it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.17it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.96it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.08it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.16it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.96it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.08it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.16it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.22it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.99it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.10it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.18it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.93it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.05it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.13it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.93it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.05it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.14it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.96it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.06it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.14it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.92it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.04it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.10it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.89it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.03it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.11it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.18it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.96it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.07it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.16it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.95it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.07it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.16it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.96it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.08it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.15it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.21it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 28.00it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.09it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.17it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.96it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.09it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.18it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.97it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.09it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.16it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.22it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.99it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.08it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.16it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.95it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.07it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.16it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.95it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.07it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.15it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.21it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.98it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.09it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.16it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.95it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.08it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.16it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.95it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.06it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.15it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.21it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.98it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.09it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.18it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.98it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.09it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.17it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.96it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.08it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.15it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.20it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.97it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.09it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.17it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.94it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.06it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.15it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.95it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.06it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.14it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.21it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.97it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.09it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.16it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.95it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.90it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.06it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.14it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.58it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.57it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.74it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.35it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.57it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.04it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.02it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.63it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.06it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.38it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.74it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:05, 5.92it/s]
train: 1%| | 4/391 [00:00<00:23, 16.48it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.25it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.84it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.11it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.18it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.87it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.07it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.47it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.75it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.67it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.88it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.01it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.12it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.95it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.08it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.17it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.97it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.10it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.18it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.98it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.10it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.19it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.26it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 28.04it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.14it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.21it/s]
train: 21%|██ | 82/391 [00:03<00:11, 28.01it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.12it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.20it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 28.00it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.11it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.18it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.24it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 28.02it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.11it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.18it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.97it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.09it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.18it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.97it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.08it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.17it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.24it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 28.01it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.12it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.21it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 28.00it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.12it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.20it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.99it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.12it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.20it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.25it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 28.03it/s]
train: 42%|████▏ | 166/391 [00:06<00:07, 28.14it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.21it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 28.00it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.11it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.20it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.99it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.10it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.18it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.25it/s]
train: 49%|████▉ | 193/391 [00:06<00:07, 28.02it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.13it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.21it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.99it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.10it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.17it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.96it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.09it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.17it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.23it/s]
train: 57%|█████▋ | 223/391 [00:08<00:05, 28.00it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.12it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.20it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.99it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.11it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.19it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.98it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.10it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.18it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.25it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 28.04it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.14it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.22it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 28.00it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.12it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.21it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 28.00it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.12it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.19it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.25it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 28.02it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.13it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.21it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.99it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.11it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.20it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.98it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.11it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.18it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.25it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 28.01it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.13it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.21it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.99it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.11it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.19it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.97it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.10it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.19it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.24it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 28.02it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.13it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.21it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.99it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.10it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.19it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.98it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.11it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.18it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.24it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 28.00it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.11it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.20it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.99it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.97it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.12it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.65it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.79it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.47it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.32it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.69it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.81it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.11it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.01it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.65it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.05it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.32it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.74it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:05, 5.96it/s]
train: 1%| | 4/391 [00:00<00:23, 16.55it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.31it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.87it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.13it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.18it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.88it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.07it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.46it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.73it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.65it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.87it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.01it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.11it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.92it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.04it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.13it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.94it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.06it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.15it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.94it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.07it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.16it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.99it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.09it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.17it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.94it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.06it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.14it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.93it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.06it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.14it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.21it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.98it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.09it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.16it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.95it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.08it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.16it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.94it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.06it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.14it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.22it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.99it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.10it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.16it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.94it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.06it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.15it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.95it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.07it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.15it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.99it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.10it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.18it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.97it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.08it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.17it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.96it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.08it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.17it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.22it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.99it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.10it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.18it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.95it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.07it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.15it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.94it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.06it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.15it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.21it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.96it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.09it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.16it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.94it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.07it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.15it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.94it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.06it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.15it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.22it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.99it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.10it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.19it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.98it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.10it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.18it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.97it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.08it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.16it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.21it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 28.00it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.10it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.18it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.97it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.08it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.17it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.95it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.06it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.16it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.21it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.99it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.10it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.19it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.97it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.08it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.17it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.95it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.08it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.17it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.23it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.99it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.10it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.17it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.96it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.07it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.16it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.95it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.07it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.17it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.23it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 28.01it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.11it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.19it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.98it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.94it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.09it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.91it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.44it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.96it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.73it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 60.01it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 62.04it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.34it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.18it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.78it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.19it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.46it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.82it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:04, 6.03it/s]
train: 1%| | 4/391 [00:00<00:23, 16.64it/s]
train: 2%|▏ | 7/391 [00:00<00:17, 21.37it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.93it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.18it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.22it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.90it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.08it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.48it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.75it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.67it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.88it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.03it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.14it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.93it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.07it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.15it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.94it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.07it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.17it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.96it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.08it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.16it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.23it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 28.01it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.12it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.20it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.97it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.09it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.18it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.97it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.10it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.17it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.23it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 28.00it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.12it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.20it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.99it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.10it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.18it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.97it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.08it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.16it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.22it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.99it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.10it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.19it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.97it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.09it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.17it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.96it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.08it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.17it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.24it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 28.01it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.12it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.19it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.98it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.10it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.18it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.94it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.06it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.14it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.21it/s]
train: 49%|████▉ | 193/391 [00:06<00:07, 27.99it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.11it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.18it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.97it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.09it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.17it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.96it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.09it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.17it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.23it/s]
train: 57%|█████▋ | 223/391 [00:08<00:05, 28.00it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.11it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.19it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.97it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.09it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.17it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.96it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.08it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.16it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.22it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 28.00it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.11it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.19it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.98it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.09it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.18it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.97it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.09it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.17it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.23it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 28.01it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.11it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.19it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.98it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.10it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.18it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.96it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.08it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.17it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.22it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 28.00it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.02it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.12it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.92it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.05it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.15it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.94it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.07it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.16it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.22it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 28.00it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.12it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.19it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.97it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.09it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.18it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.97it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.09it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.18it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.23it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 28.01it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.12it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.19it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.98it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.93it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.09it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.90it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.40it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.92it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.70it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.98it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 62.04it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.36it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.23it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.78it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.19it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.52it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.86it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.74it/s]
train: 1%| | 4/391 [00:00<00:23, 16.22it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.05it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.69it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.02it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.11it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.83it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.02it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.42it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.71it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.64it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.85it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.01it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.11it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.92it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.05it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.14it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.95it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.05it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.14it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.95it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.07it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.16it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.22it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.99it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.11it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.18it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.96it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.09it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.18it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.96it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.04it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.14it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.97it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.08it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.16it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.95it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.07it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.15it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.94it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.06it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.15it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.20it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.97it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.08it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.17it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.98it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.09it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.17it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.95it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.09it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.17it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.23it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 28.00it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.10it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.18it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.97it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.10it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.18it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.97it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.10it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.18it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.24it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 28.01it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.12it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.20it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.97it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.09it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.18it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.97it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.09it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.17it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.23it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 28.00it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.10it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.17it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.96it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.09it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.18it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.96it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.08it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.17it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.24it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 28.01it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.13it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.20it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.98it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.09it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.17it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.96it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.09it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.17it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.23it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 28.01it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.12it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.20it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.98it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.10it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.18it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.97it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.08it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.16it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.23it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 28.01it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.11it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.19it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.97it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.09it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.17it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.96it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.08it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.18it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.24it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 28.01it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.12it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.20it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.98it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.10it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.18it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.95it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.07it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.15it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.21it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 28.00it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.12it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.19it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.98it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.99it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.38it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.16it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.98it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.00it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.49it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.66it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.06it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.92it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.57it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.03it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.35it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:11, 5.44it/s]
train: 1%| | 4/391 [00:00<00:24, 15.75it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.68it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.43it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.83it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.98it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.73it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.97it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.40it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.70it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.63it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.85it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.00it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.11it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.92it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.06it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.16it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.96it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.08it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.17it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.97it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.10it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.18it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.24it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 28.01it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.12it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.20it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.99it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.10it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.18it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.98it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.09it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.17it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.24it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 28.02it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.12it/s]
train: 28%|██▊ | 109/391 [00:04<00:09, 28.20it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.99it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.11it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.19it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.97it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.09it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.18it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.24it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 28.01it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.12it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.16it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.95it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.08it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.17it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.96it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.08it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.17it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.24it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 28.01it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.12it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.20it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.98it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.10it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.18it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.98it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.10it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.18it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.24it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 28.00it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.11it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.19it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.98it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.09it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.17it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.96it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.07it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.16it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.22it/s]
train: 57%|█████▋ | 223/391 [00:08<00:05, 28.00it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.12it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.20it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.98it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.10it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.18it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.98it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.10it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.19it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.26it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 28.01it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.12it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.20it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.97it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.09it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.18it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.98it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.09it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.18it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.24it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 28.01it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.12it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.20it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.98it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.10it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.19it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.98it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.10it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.17it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.24it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 28.00it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.11it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.19it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.97it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.09it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.18it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.97it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.08it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.17it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.23it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 28.00it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.11it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.19it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.98it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.10it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.18it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.98it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.10it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.18it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.25it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 28.01it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.12it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.19it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.97it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.95it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.11it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.87it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.29it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.84it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.63it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.86it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.94it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.26it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.11it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.72it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.09it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.42it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.80it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:05, 5.99it/s]
train: 1%| | 4/391 [00:00<00:23, 16.59it/s]
train: 2%|▏ | 7/391 [00:00<00:17, 21.34it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.90it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.16it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.20it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.89it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.09it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.48it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.75it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.67it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.87it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.01it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.12it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.92it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.06it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.16it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.95it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.07it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.17it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.97it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.08it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.16it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.22it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 28.00it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.11it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.19it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.96it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.09it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.18it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.97it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.09it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.17it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.23it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.99it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.10it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.18it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.97it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.09it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.17it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.97it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.08it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.17it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.23it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 28.00it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.12it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.20it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.98it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.09it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.18it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.96it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.08it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.16it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.22it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 28.00it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.11it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.18it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.97it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.08it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.17it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.96it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.07it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.16it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.23it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 28.00it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.12it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.19it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.97it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.09it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.18it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.97it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.08it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.16it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.21it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.99it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.09it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.18it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.96it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.08it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.18it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.97it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.08it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.16it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.23it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 28.01it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.10it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.16it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.96it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.08it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.16it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.94it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.07it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.16it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.22it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.99it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.10it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.17it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.96it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.09it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.18it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.97it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.10it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.17it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.23it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 28.00it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.11it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.19it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.98it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.10it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.17it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.96it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.08it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.16it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.22it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 28.00it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.11it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.18it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.97it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.08it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.17it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.96it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.08it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.16it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.23it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 28.01it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.12it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.19it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.97it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.99it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.76it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.10it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.70it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.51it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.85it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.93it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.23it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.09it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.68it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.07it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.38it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:05, 5.91it/s]
train: 1%| | 4/391 [00:00<00:23, 16.48it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.26it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.85it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.11it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.17it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.87it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.06it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.45it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.73it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.63it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.85it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.00it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.11it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.92it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.05it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.14it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.94it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.06it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.15it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.95it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.07it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.16it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.22it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.99it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.10it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.18it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.96it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.07it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.16it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.94it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.06it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.15it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.22it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.99it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.09it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.17it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.96it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.08it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.16it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.95it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.07it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.16it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.22it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 28.00it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.10it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.18it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.98it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.10it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.18it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.96it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.08it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.16it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.23it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 28.00it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.10it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.18it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.98it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.09it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.17it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.96it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.08it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.17it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.23it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 28.00it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.11it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.19it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.97it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.09it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.17it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.96it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.09it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.17it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.23it/s]
train: 57%|█████▋ | 223/391 [00:08<00:05, 28.01it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.11it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.19it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.98it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.10it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.18it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.97it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.08it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.16it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.21it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 28.00it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.11it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.19it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.97it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.09it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.18it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.97it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.09it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.17it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.23it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 28.01it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.12it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.20it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.97it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.09it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.18it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.98it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.09it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.17it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.23it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 28.00it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.11it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.18it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.98it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.10it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.18it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.97it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.09it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.17it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.23it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.99it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.08it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.93it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.05it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.15it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.94it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.06it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.15it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.22it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.99it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.10it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.18it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.97it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.98it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.12it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.88it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.37it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.91it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.62it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.87it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.94it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.28it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.16it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.74it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.12it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.38it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:10, 5.56it/s]
train: 1%| | 4/391 [00:00<00:24, 15.93it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.83it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.54it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.90it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.02it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.76it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.99it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.41it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.70it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.64it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.86it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.01it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.12it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.91it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.04it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.13it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.93it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.07it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.16it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.95it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.07it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.15it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.22it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.98it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.10it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.18it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.96it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.08it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.18it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.97it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.10it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.16it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.22it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 28.00it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.11it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.18it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.95it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.07it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.16it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.96it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.08it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.17it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.23it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 28.01it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.12it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.18it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.96it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.09it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.17it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.95it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.07it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.17it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.22it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 28.01it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.12it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.19it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.98it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.10it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.18it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.97it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.09it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.18it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.24it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 28.01it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.12it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.19it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.98it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.09it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.17it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.95it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.07it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.17it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.22it/s]
train: 57%|█████▋ | 223/391 [00:08<00:05, 28.00it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.11it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.20it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.97it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.09it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.17it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.96it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.09it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.17it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.23it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.98it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.09it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.17it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.96it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.09it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.18it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.97it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.09it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.17it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.23it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 28.00it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.12it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.20it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.98it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.10it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.17it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.96it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.08it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.16it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.22it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 28.00it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.06it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.16it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.96it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.08it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.17it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.95it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.07it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.16it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.23it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 28.02it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.12it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.20it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.99it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.11it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.19it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.97it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.09it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.17it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.22it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 28.00it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.10it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.20it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.97it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.97it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.12it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.22it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.84it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.76it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.85it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.41it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.61it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.04it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.00it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.66it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.12it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.42it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.84it/s]
train: 1%| | 4/391 [00:00<00:23, 16.37it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.16it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.78it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.08it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.15it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.84it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.05it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.45it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.73it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.65it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.87it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.01it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.12it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.91it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.06it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.14it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.94it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.07it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.16it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.96it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.08it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.16it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.23it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 28.00it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.11it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.19it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.97it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.10it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.18it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.96it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.09it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.18it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.24it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 28.01it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.12it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.20it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.98it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.09it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.18it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.97it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.09it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.18it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.24it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 28.01it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.12it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.19it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.97it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.08it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.17it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.96it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.09it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.18it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.23it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.98it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.10it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.18it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.96it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.08it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.16it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.96it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.08it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.17it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.23it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 28.01it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.12it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.19it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.99it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.11it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.18it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.96it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.08it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.17it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.22it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 28.00it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.11it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.19it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.98it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.09it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.18it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.97it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.09it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.18it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.24it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 28.01it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.12it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.19it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.97it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.09it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.17it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.96it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.08it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.17it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.23it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 28.00it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.11it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.19it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.96it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.07it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.16it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.96it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.08it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.16it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.23it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 28.00it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.11it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.19it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.97it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.09it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.18it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.98it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.10it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.19it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.24it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 28.01it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.12it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.19it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.97it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.09it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.18it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.98it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.10it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.19it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.24it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 28.01it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.11it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.19it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.98it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.99it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 8.07it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.82it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 51.22it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.83it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 60.10it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 62.09it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.36it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.22it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.76it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.16it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.46it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.84it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.90it/s]
train: 1%| | 4/391 [00:00<00:23, 16.48it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.25it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.85it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.11it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.17it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.86it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.06it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.46it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.73it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.65it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.87it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.02it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.12it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.92it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.06it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.15it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.95it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.08it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.17it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.96it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.08it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.17it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.23it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 28.01it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.12it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.19it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.98it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.09it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.18it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.97it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.10it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.18it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.24it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 28.00it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.12it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.18it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.97it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.09it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.17it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.97it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.09it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.17it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.23it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 28.00it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.11it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.19it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.98it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.09it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.18it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.97it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.10it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.18it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.24it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 28.01it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.12it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.19it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.98it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.09it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.18it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.97it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.09it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.18it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.25it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 28.01it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.12it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.19it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.98it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.10it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.17it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.95it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.09it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.17it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.23it/s]
train: 57%|█████▋ | 223/391 [00:08<00:05, 28.02it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.12it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.19it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.97it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.10it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.18it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.97it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.09it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.19it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.24it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 28.01it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.12it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.19it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.98it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.09it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.18it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.97it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.10it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.18it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.24it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 28.01it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.12it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.21it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.99it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.10it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.18it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.97it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.09it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.17it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.24it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 28.01it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.12it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.20it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.98it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.10it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.19it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.98it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.10it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.18it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.24it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 28.02it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.14it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.21it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.99it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.10it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.19it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.98it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.10it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.18it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.23it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.99it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.11it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.20it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.98it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 28.01it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 8.13it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.94it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 51.35it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.94it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 60.11it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 62.05it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.36it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.15it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.68it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.03it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.31it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.72it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:05, 6.00it/s]
train: 1%| | 4/391 [00:00<00:23, 16.61it/s]
train: 2%|▏ | 7/391 [00:00<00:17, 21.35it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.92it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.17it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.21it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.91it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.10it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.49it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.77it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.68it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.89it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.03it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.13it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.93it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.06it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.17it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.98it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.10it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.19it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.98it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.09it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.19it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.24it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 28.02it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.13it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.21it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.98it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.09it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.18it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.98it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.10it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.19it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.25it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 28.04it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.14it/s]
train: 28%|██▊ | 109/391 [00:04<00:09, 28.22it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 28.01it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.11it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.20it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.98it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.10it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.19it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.26it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 28.01it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.13it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.21it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 28.00it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.12it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.19it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.99it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.11it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.20it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.26it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 28.03it/s]
train: 42%|████▏ | 166/391 [00:06<00:07, 28.14it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.21it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 28.01it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.12it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.19it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.98it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.10it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.20it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.26it/s]
train: 49%|████▉ | 193/391 [00:06<00:07, 28.01it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.12it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.21it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.97it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.09it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.18it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.97it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.09it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.17it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.24it/s]
train: 57%|█████▋ | 223/391 [00:08<00:05, 28.01it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.12it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.19it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.99it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.09it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.17it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.97it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.09it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.18it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.24it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 28.01it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.12it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.20it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.99it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.11it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.20it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.98it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.11it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.20it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.25it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 28.02it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.14it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.21it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.98it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.10it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.18it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.98it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.11it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.19it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.25it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 28.02it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.13it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.21it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 28.00it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.12it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.19it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.99it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.10it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.19it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.25it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 28.03it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.14it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.21it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 28.00it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.12it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.20it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.99it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.11it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.19it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.25it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 28.02it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.14it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.22it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.99it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 28.00it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 8.07it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.73it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 51.14it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.79it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 60.01it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.98it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.27it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.11it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.66it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.04it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.31it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.68it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:05, 5.92it/s]
train: 1%| | 4/391 [00:00<00:23, 16.48it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.25it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.83it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.11it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.16it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.86it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.05it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.44it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.72it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.61it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.84it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.99it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.12it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.93it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.06it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.15it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.94it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.06it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.15it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.94it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.06it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.14it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.98it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.09it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.16it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.96it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.07it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.17it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.95it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.07it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.16it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.22it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 28.00it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.13it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.19it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.98it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.09it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.16it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.94it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.06it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.14it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.20it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.97it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.09it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.17it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.96it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.08it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.16it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.94it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.06it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.15it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.22it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 28.00it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.10it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.17it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.96it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.08it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.17it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.96it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.08it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.16it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.22it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 28.01it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.12it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.19it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.96it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.08it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.16it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.93it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.06it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.15it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.21it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.99it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.10it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.17it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.95it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.07it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.17it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.96it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.07it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.17it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.22it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.99it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.11it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.18it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.97it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.09it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.16it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.94it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.06it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.14it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.20it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.98it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.09it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.16it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.96it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.07it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.15it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.94it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.07it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.14it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.22it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.99it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.10it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.17it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.94it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.07it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.16it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.95it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.08it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.16it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.23it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 28.00it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.10it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.17it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.96it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.08it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.16it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.94it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.06it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.14it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.97it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.08it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.15it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.93it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.95it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.10it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.80it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.14it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.71it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.48it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.75it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.83it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.20it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.10it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.67it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.09it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.40it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.80it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.81it/s]
train: 1%| | 4/391 [00:00<00:23, 16.32it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.12it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.75it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.05it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.12it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.83it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.04it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.44it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.73it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.64it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.87it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.02it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.13it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.92it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.05it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.15it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.95it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.07it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.16it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.94it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.07it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.16it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.23it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 28.01it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.11it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.19it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.98it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.09it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.18it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.95it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.07it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.16it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.22it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 28.00it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.11it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.18it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.97it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.10it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.19it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.97it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.09it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.17it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.23it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 28.00it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.11it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.20it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.99it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.11it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.19it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.98it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.11it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.18it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.24it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 28.01it/s]
train: 42%|████▏ | 166/391 [00:06<00:07, 28.13it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.20it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.99it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.10it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.19it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.97it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.10it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.18it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.24it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 28.01it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.12it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.20it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.99it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.09it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.18it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.97it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.09it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.18it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.23it/s]
train: 57%|█████▋ | 223/391 [00:08<00:05, 28.01it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.11it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.19it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.98it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.09it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.18it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.97it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.08it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.17it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.23it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.99it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.10it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.18it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.98it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.09it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.18it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.97it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.09it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.17it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.24it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 28.01it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.12it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.20it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.98it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.09it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.18it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.97it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.09it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.17it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.23it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 28.01it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.11it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.19it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.96it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.08it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.17it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.95it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.08it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.17it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.23it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 28.01it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.11it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.18it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.97it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.09it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.18it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.97it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.09it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.16it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.23it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 28.00it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.11it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.19it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.98it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.98it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.12it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.13it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.55it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.55it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.69it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.22it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.44it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.89it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.86it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.50it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.94it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.31it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.73it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:04, 6.05it/s]
train: 1%| | 4/391 [00:00<00:23, 16.68it/s]
train: 2%|▏ | 7/391 [00:00<00:17, 21.41it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.95it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.18it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.22it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.90it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.07it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.46it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.73it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.64it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.86it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.01it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.11it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.91it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.04it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.13it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.93it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.05it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.14it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.93it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.05it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.15it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.99it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.10it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.18it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.98it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.10it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.17it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.96it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.08it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.16it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.22it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 28.00it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.10it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.18it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.97it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.08it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.17it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.95it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.07it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.16it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.22it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.98it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.09it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.16it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.95it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.07it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.15it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.94it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.06it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.15it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.22it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.99it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.10it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.19it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.97it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.08it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.17it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.96it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.08it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.16it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.22it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.99it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.11it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.18it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.97it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.08it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.16it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.95it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.07it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.16it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.22it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.99it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.10it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.18it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.98it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.10it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.18it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.95it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.07it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.16it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.22it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.99it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.11it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.18it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.96it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.07it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.16it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.95it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.08it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.16it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.22it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.99it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.10it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.18it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.96it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.08it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.16it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.96it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.07it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.17it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.22it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 28.00it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.11it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.19it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.97it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.09it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.15it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.93it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.06it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.15it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.22it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 28.00it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.12it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.19it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.97it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.09it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.16it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.96it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.08it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.16it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.23it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 28.00it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.11it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.19it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.97it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.97it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.12it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.85it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.25it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.85it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.58it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.89it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 62.01it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.33it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.21it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.81it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.14it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.47it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.84it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:05, 5.99it/s]
train: 1%| | 4/391 [00:00<00:23, 16.59it/s]
train: 2%|▏ | 7/391 [00:00<00:17, 21.33it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.90it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.14it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.19it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.88it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.07it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.46it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.73it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.66it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.87it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.02it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.12it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.92it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.05it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.15it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.94it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.06it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.15it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.95it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.07it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.16it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.22it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.97it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.09it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.17it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.97it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.09it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.17it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.97it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.08it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.17it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.22it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.98it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.10it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.18it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.96it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.08it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.17it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.95it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.08it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.17it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.24it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 28.01it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.12it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.20it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.98it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.10it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.18it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.96it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.09it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.17it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.23it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 28.01it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.12it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.20it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.98it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.07it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.16it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.96it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.08it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.16it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.22it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.99it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.10it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.18it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.97it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.09it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.17it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.95it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.08it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.17it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.23it/s]
train: 57%|█████▋ | 223/391 [00:08<00:05, 28.00it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.12it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.19it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.99it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.10it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.19it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.97it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.10it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.18it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.24it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 28.02it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.12it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.20it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.98it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.10it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.17it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.96it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.08it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.18it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.24it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 28.01it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.12it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.20it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.98it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.10it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.19it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.98it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.09it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.18it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.25it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 28.02it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.12it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.20it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 28.00it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.11it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.19it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.98it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.10it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.18it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.24it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 28.01it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.12it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.20it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.98it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.10it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.18it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.97it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.09it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.18it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.24it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 28.00it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.09it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.16it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.95it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.95it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.09it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.83it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.24it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.81it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.53it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.87it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.97it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.30it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.20it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.77it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.19it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.48it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.83it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:05, 5.92it/s]
train: 1%| | 4/391 [00:00<00:23, 16.48it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.25it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.83it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.10it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.16it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.85it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.04it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.43it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.70it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.62it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.84it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.99it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.09it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.89it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.03it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.12it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.93it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.05it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.14it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.93it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.04it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.14it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.98it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.09it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.16it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.94it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.06it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.14it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.93it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.06it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.14it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.98it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.09it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.17it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.95it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.08it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.17it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.95it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.07it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.15it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.21it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.98it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.10it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.17it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.96it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.08it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.16it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.94it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.05it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.14it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.97it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.09it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.17it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.96it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.08it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.17it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.95it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.07it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.15it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.20it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.98it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.09it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.17it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.96it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.07it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.16it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.93it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.05it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.14it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.98it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.10it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.17it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.96it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.07it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.16it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.95it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.07it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.14it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.21it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.98it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.09it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.16it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.95it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.07it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.15it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.93it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.05it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.15it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.22it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 28.00it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.11it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.18it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.96it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.07it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.15it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.95it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.07it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.16it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.21it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.98it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.09it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.17it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.96it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.07it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.16it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.95it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.07it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.16it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.22it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.99it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.10it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.17it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.96it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.08it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.16it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.93it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.05it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.15it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.22it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.99it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.10it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.18it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.96it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.99it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.12it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.75it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.09it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.76it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.58it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.89it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.87it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.18it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.02it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.59it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.94it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.24it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.68it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:05, 5.99it/s]
train: 1%| | 4/391 [00:00<00:23, 16.57it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.32it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.89it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.13it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.19it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.88it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.07it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.47it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.72it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.64it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.86it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.00it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.11it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.90it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.03it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.12it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.92it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.04it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.14it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.93it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.06it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.15it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.99it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.10it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.18it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.94it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.06it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.15it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.94it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.07it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.14it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.21it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.96it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.08it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.16it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.96it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.07it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.16it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.93it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.06it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.15it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.21it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.99it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.09it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.18it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.96it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.07it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.16it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.94it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.07it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.16it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.22it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 28.00it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.10it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.17it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.96it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.08it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.16it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.95it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.07it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.17it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.23it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.99it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.10it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.18it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.97it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.08it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.17it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.95it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.06it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.16it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.22it/s]
train: 57%|█████▋ | 223/391 [00:08<00:05, 28.00it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.11it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.19it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.97it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.09it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.17it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.95it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.08it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.17it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.22it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.99it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.10it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.19it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.97it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.10it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.18it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.97it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.08it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.17it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.23it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 28.00it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.11it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.19it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.97it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.10it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.18it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.97it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.08it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.17it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.23it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.98it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.09it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.17it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.96it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.08it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.16it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.95it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.08it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.16it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.22it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 28.00it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.11it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.18it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.97it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.09it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.17it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.96it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.07it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.17it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.22it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.99it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.10it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.19it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.97it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.99it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 8.08it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.79it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 51.18it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.81it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.99it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.98it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.21it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.09it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.63it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.98it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.27it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.70it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:05, 5.98it/s]
train: 1%| | 4/391 [00:00<00:23, 16.55it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.31it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.89it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.15it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.19it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.89it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.08it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.47it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.74it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.68it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.89it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.04it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.14it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.95it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.07it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.17it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.95it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.07it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.17it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.95it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.08it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.17it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.22it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 28.00it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.11it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.19it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.98it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.10it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.19it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.97it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.09it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.17it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.23it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 28.00it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.11it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.19it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.96it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.09it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.17it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.96it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.09it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.18it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.24it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 28.01it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.12it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.20it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.97it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.09it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.18it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.97it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.09it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.17it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.24it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 28.00it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.11it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.20it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.98it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.10it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.17it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.97it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.09it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.18it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.24it/s]
train: 49%|████▉ | 193/391 [00:06<00:07, 28.00it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.12it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.20it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.98it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.10it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.19it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.97it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.09it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.18it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.24it/s]
train: 57%|█████▋ | 223/391 [00:08<00:05, 28.01it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.11it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.19it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.97it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.10it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.18it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.98it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.10it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.18it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.24it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 28.00it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.11it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.19it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.98it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.10it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.17it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.94it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.07it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.16it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.23it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 28.00it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.11it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.19it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.98it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.10it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.18it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.97it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.09it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.19it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.25it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 28.02it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.13it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.21it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.98it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.10it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.18it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.97it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.09it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.18it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.24it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 28.02it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.12it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.20it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.99it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.11it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.19it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.98it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.10it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.18it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.24it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.99it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.11it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.19it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.96it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.97it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.12it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 8.13it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.86it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 51.27it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.92it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 60.14it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 62.09it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.34it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.17it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.78it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.19it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.45it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.81it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.81it/s]
train: 1%| | 4/391 [00:00<00:23, 16.31it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.12it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.75it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.03it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.11it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.81it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.00it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.39it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.68it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.62it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.84it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.00it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.10it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.90it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.04it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.14it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.94it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.06it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.14it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.94it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.06it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.14it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.20it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.97it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.08it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.16it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.95it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.07it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.16it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.93it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.05it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.14it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.97it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.08it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.17it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.94it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.07it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.14it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.94it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.07it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.15it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.22it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.96it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.08it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.16it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.95it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.06it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.14it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.94it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.05it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.16it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.99it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.10it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.18it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.97it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.08it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.16it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.94it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.07it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.16it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.22it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 28.00it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.11it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.20it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.97it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.09it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.18it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.95it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.08it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.16it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.22it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.98it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.10it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.19it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.97it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.09it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.17it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.96it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.08it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.16it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.23it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 28.01it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.11it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.18it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.97it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.09it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.17it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.94it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.08it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.17it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.24it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 28.00it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.12it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.20it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.96it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.08it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.16it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.97it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.09it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.18it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.24it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 28.01it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.12it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.18it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.97it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.09it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.16it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.93it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.05it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.15it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.22it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 28.00it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.11it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.18it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.98it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.08it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.17it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.97it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.09it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.18it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.23it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.99it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.10it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.17it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.95it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.97it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.11it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.84it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.18it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.75it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.46it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.72it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.78it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.13it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.04it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.61it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.03it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.33it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.73it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:04, 6.00it/s]
train: 1%| | 4/391 [00:00<00:23, 16.59it/s]
train: 2%|▏ | 7/391 [00:00<00:17, 21.34it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.92it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.16it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.20it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.89it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.07it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.47it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.74it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.67it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.88it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.04it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.13it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.95it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.08it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.17it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.96it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.09it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.19it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.98it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.09it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.18it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.24it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 28.01it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.12it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.19it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.99it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.10it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.18it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.97it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.10it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.18it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.23it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 28.00it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.12it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.19it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.97it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.10it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.18it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.97it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.09it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.18it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.25it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 28.03it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.13it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.21it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.99it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.10it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.18it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.97it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.09it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.18it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.24it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 28.02it/s]
train: 42%|████▏ | 166/391 [00:06<00:07, 28.13it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.20it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.99it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.11it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.19it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.96it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.09it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.17it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.23it/s]
train: 49%|████▉ | 193/391 [00:06<00:07, 28.00it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.11it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.18it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.98it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.11it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.19it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.96it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.08it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.17it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.23it/s]
train: 57%|█████▋ | 223/391 [00:08<00:05, 28.01it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.12it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.20it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.99it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.11it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.17it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.94it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.06it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.16it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.22it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 28.00it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.12it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.20it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.97it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.09it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.17it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.97it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.09it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.18it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.24it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 28.02it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.13it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.21it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.98it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.10it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.19it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.97it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.09it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.18it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.23it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 28.01it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.12it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.21it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.99it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.10it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.18it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.95it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.08it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.16it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.22it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.99it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.12it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.20it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.99it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.10it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.18it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.95it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.09it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.18it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.25it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 28.01it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.12it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.21it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.98it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.99it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.89it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.33it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.94it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.62it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.91it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.93it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.26it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.14it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.72it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.14it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.40it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:04, 6.01it/s]
train: 1%| | 4/391 [00:00<00:23, 16.61it/s]
train: 2%|▏ | 7/391 [00:00<00:17, 21.36it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.92it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.17it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.22it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.90it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.09it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.48it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.75it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.65it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.86it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.01it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.13it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.94it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.08it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.18it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.96it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.08it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.18it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.95it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.08it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.17it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.24it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.99it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.11it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.20it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.97it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.05it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.15it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.93it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.07it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.16it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.22it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.99it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.10it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.18it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.95it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.08it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.18it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.97it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.09it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.18it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.24it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 28.02it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.12it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.20it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.98it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.09it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.18it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.96it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.09it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.17it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.24it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 28.00it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.12it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.20it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.98it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.10it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.19it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.97it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.09it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.18it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.24it/s]
train: 49%|████▉ | 193/391 [00:06<00:07, 28.02it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.12it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.21it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.98it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.10it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.19it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.98it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.10it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.19it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.25it/s]
train: 57%|█████▋ | 223/391 [00:08<00:05, 28.01it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.12it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.20it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.98it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.10it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.19it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.96it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.09it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.17it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.24it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 28.01it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.12it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.20it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.99it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.10it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.19it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.98it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.11it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.19it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.24it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 28.01it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.12it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.21it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.99it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.10it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.20it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.97it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.10it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.19it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.25it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 28.02it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.13it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.20it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.99it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.11it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.19it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.98it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.10it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.19it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.25it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 28.02it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.12it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.20it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.98it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.10it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.19it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.97it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.07it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.16it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.23it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.99it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.10it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.18it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.96it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.97it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.11it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.95it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.51it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 51.04it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.71it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.95it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.96it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.29it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.16it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.67it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.05it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.33it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:05, 5.92it/s]
train: 1%| | 4/391 [00:00<00:23, 16.47it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.25it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.85it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.11it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.17it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.87it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.05it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.44it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.71it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.64it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.85it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.00it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.10it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.91it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.04it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.14it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.93it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.06it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.14it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.93it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.06it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.15it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.99it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.10it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.18it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.95it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.08it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.17it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.96it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.08it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.17it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.23it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.98it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.10it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.18it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.95it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.07it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.16it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.95it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.08it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.16it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.22it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.98it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.09it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.17it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.94it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.07it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.16it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.95it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.07it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.16it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.22it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 28.00it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.11it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.18it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.97it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.09it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.17it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.97it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.09it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.17it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.23it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 28.00it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.11it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.18it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.96it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.08it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.17it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.94it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.07it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.16it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.22it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 28.00it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.11it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.19it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.95it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.08it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.17it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.95it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.07it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.15it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.21it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.99it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.10it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.18it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.96it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.08it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.17it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.94it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.07it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.15it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.22it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.99it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.10it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.18it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.95it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.07it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.16it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.93it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.06it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.15it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.22it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.99it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.10it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.18it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.94it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.08it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.17it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.95it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.08it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.16it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.23it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 28.00it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.11it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.19it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.98it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.10it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.18it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.96it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.08it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.16it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.22it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 28.01it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.12it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.19it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.98it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 28.00it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.88it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.38it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.87it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.59it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.87it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.90it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.22it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.08it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.68it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.04it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.35it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.74it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:04, 6.00it/s]
train: 1%| | 4/391 [00:00<00:23, 16.61it/s]
train: 2%|▏ | 7/391 [00:00<00:17, 21.36it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.93it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.15it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.19it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.89it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.09it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.48it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.76it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.67it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.89it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.04it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.15it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.95it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.08it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.17it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.96it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.07it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.16it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.94it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.07it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.17it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.24it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 28.01it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.12it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.20it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.99it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.10it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.18it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.97it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.10it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.18it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.24it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 28.02it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.13it/s]
train: 28%|██▊ | 109/391 [00:04<00:09, 28.20it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.97it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.10it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.18it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.96it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.08it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.17it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.24it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 28.00it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.11it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.20it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.97it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.10it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.18it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.96it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.09it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.17it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.24it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 28.00it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.11it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.19it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.99it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.11it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.19it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.98it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.10it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.19it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.25it/s]
train: 49%|████▉ | 193/391 [00:06<00:07, 27.99it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.10it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.19it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.96it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.08it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.17it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.96it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.09it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.18it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.24it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 28.00it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.12it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.19it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.98it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.10it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.19it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.98it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.10it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.18it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.24it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.98it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.10it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.19it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.96it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.09it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.17it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.95it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.07it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.15it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.20it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.97it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.08it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.16it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.97it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.08it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.16it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.96it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.08it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.17it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.23it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.99it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.10it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.18it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.96it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.08it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.16it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.93it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.05it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.13it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.97it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.10it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.18it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.95it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.09it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.19it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.99it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.11it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.19it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.26it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 28.03it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.14it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.21it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.98it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.98it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.12it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.81it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.28it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.83it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.59it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.84it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.89it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.20it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.09it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.65it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.01it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.31it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.72it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.88it/s]
train: 1%| | 4/391 [00:00<00:23, 16.42it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.21it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.82it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.10it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.17it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.88it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.07it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.47it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.75it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.65it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.87it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.02it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.13it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.93it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.05it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.14it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.94it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.06it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.15it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.93it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.06it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.15it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.97it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.10it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.18it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.95it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.08it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.16it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.95it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.07it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.16it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.23it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.99it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.11it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.19it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.97it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.09it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.17it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.97it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.09it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.17it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.24it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 28.00it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.12it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.19it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.97it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.10it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.18it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.97it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.09it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.18it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.24it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 28.01it/s]
train: 42%|████▏ | 166/391 [00:06<00:07, 28.13it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.20it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.99it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.10it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.19it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.95it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.07it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.15it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.22it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.99it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.10it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.18it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.96it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.08it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.17it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.96it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.09it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.18it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.23it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 28.00it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.11it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.19it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.98it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.10it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.19it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.97it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.09it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.18it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.25it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 28.01it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.11it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.18it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.97it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.10it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.18it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.95it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.08it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.17it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.23it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 28.01it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.13it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.20it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.99it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.11it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.19it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.98it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.10it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.19it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.25it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 28.01it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.12it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.20it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.97it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.09it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.18it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.96it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.09it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.18it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.25it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 28.01it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.12it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.20it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.98it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.10it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.19it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.96it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.10it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.19it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.25it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 28.01it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.11it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.19it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.98it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.99it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.91it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.42it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.98it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.68it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.96it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.95it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.23it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.08it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.66it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.07it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.34it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.73it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.79it/s]
train: 1%| | 4/391 [00:00<00:23, 16.30it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.12it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.76it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.05it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.13it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.85it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.06it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.46it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.74it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.66it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.88it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.03it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.14it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.94it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.07it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.16it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.94it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.07it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.16it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.96it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.08it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.17it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.24it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 28.02it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.12it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.20it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.95it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.08it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.17it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.94it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.07it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.16it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.24it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.96it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.08it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.17it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.95it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.08it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.17it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.95it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.09it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.18it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.24it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 28.00it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.12it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.20it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.97it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.09it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.18it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.97it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.10it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.19it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.25it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 28.01it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.12it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.20it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 28.00it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.11it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.20it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.97it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.10it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.19it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.23it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.98it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.09it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.17it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.95it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.07it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.17it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.96it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.08it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.17it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.23it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.99it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.10it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.18it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.97it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.09it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.18it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.95it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.08it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.17it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.23it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.99it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.11it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.18it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.97it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.09it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.17it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.95it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.07it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.16it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.22it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.99it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.11it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.18it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.97it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.08it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.18it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.96it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.09it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.17it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.23it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.99it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.11it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.18it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.96it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.09it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.18it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.95it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.07it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.16it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.22it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 28.01it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.12it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.19it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.96it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.10it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.18it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.96it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.08it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.18it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.24it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 28.01it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.13it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.21it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.99it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 28.01it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 8.13it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.92it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 51.30it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.84it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 60.06it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 62.00it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.26it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.11it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.66it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.04it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.37it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:11, 5.47it/s]
train: 1%| | 4/391 [00:00<00:24, 15.81it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.73it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.48it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.85it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.99it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.74it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.98it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.38it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.68it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.59it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.83it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.99it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.10it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.89it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.04it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.14it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.94it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.07it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.16it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.94it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.07it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.16it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.23it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.99it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.11it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.19it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.98it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.09it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.18it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.97it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.10it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.19it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.24it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 28.01it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.13it/s]
train: 28%|██▊ | 109/391 [00:04<00:09, 28.20it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.98it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.09it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.18it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.95it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.07it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.16it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.22it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.99it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.10it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.18it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.97it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.10it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.18it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.94it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.07it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.16it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.22it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.98it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.10it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.18it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.95it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.08it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.17it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.96it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.08it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.16it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.22it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.97it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.09it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.16it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.93it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.06it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.15it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.92it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.05it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.15it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.21it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.99it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.10it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.18it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.96it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.08it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.18it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.96it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.08it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.17it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.22it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.99it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.11it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.18it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.97it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.09it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.17it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.97it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.09it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.18it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.23it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 28.00it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.11it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.19it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.97it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.09it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.17it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.96it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.07it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.16it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.22it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.98it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.09it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.17it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.95it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.07it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.15it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.95it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.07it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.17it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.23it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.99it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.10it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.18it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.95it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.08it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.16it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.96it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.07it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.16it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.22it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.98it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.09it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.18it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.95it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.97it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.11it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.76it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.19it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.76it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.53it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.84it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.87it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.20it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.12it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.69it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.07it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.35it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.73it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.84it/s]
train: 1%| | 4/391 [00:00<00:23, 16.36it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.16it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.77it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.06it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.13it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.84it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.05it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.45it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.73it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.63it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.84it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.00it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.11it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.91it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.05it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.14it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.93it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.06it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.15it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.93it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.06it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.15it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.23it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 28.00it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.11it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.18it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.94it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.07it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.15it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.93it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.06it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.15it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.22it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.99it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.10it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.18it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.96it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.08it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.17it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.94it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.06it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.15it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.21it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.99it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.10it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.18it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.96it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.08it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.17it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.96it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.08it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.17it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.23it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.99it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.10it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.18it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.96it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.08it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.17it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.95it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.07it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.15it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.21it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.97it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.09it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.18it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.95it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.07it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.16it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.94it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.07it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.16it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.23it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.99it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.10it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.17it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.92it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.05it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.14it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.92it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.06it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.14it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.20it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.96it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.08it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.16it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.94it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.07it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.15it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.96it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.07it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.10it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.18it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.94it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.08it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.16it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.94it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.07it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.16it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.94it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.07it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.16it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.23it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.99it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.10it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.18it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.96it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.08it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.17it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.95it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.07it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.16it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.22it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.97it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.10it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.18it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.96it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.09it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.18it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.95it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.07it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.17it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.22it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.99it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.11it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.18it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.95it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.95it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.11it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.71it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.06it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.68it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.40it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.77it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.83it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.21it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.06it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.63it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.02it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.33it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.74it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.82it/s]
train: 1%| | 4/391 [00:00<00:23, 16.34it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.14it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.76it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.04it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.13it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.83it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.04it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.44it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.72it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.63it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.85it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.00it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.11it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.90it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.04it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.13it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.93it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.06it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.16it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.95it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.07it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.16it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.22it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.97it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.08it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.15it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.96it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.07it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.16it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.94it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.07it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.16it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.22it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.99it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.10it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.18it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.97it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.09it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.17it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.94it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.06it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.15it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.22it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.98it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.10it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.18it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.97it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.08it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.17it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.94it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.06it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.16it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.22it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.97it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.09it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.17it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.94it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.07it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.16it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.95it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.07it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.15it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.22it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.98it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.10it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.18it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.96it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.08it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.17it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.94it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.07it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.16it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.22it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.99it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.10it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.18it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.94it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.07it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.16it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.95it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.07it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.16it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.22it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 28.00it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.11it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.18it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.95it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.07it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.16it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.92it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.07it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.16it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.22it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.97it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.09it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.18it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.95it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.07it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.16it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.93it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.06it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.15it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.21it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.92it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.05it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.14it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.95it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.06it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.15it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.92it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.05it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.15it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.98it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.10it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.17it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.96it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.08it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.17it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.94it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.07it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.16it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.23it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 28.01it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.12it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.20it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.98it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 28.00it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.77it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.16it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.75it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.53it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.83it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.90it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.23it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.13it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.70it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.05it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.35it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.74it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:05, 5.98it/s]
train: 1%| | 4/391 [00:00<00:23, 16.56it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.33it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.90it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.14it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.19it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.88it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.03it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.45it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.72it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.65it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.87it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.02it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.12it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.91it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.06it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.16it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.92it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.06it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.16it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.93it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.07it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.16it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.23it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.98it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.09it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.17it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.97it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.07it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.16it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.94it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.07it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.16it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.23it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 28.00it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.12it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.20it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.96it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.08it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.17it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.95it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.08it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.17it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.24it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.98it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.10it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.18it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.97it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.09it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.17it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.95it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.08it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.17it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.23it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.98it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.09it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.17it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.94it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.07it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.17it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.95it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.07it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.16it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.23it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 28.00it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.11it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.19it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.95it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.08it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.16it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.96it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.08it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.17it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.22it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.98it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.09it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.17it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.95it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.08it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.18it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.95it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.09it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.17it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.24it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.98it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.09it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.17it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.96it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.07it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.16it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.95it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.07it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.15it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.21it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.98it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.10it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.18it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.96it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.08it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.17it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.95it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.07it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.15it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.22it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.96it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.08it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.17it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.95it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.08it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.16it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.92it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.06it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.15it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.98it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.10it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.17it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.94it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.07it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.16it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.94it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.08it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.17it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.23it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.98it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.10it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.18it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.96it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.98it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.11it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.94it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.49it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 51.00it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.67it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.96it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.93it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.17it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.01it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.61it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.01it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.32it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.73it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:11, 5.45it/s]
train: 1%| | 4/391 [00:00<00:24, 15.77it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.69it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.44it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.83it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.98it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.73it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.95it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.39it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.69it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.61it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.83it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.00it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.11it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.92it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.05it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.15it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.94it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.07it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.17it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.95it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.07it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.17it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.24it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 28.00it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.11it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.18it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.97it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.09it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.18it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.93it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.06it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.16it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.21it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.99it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.10it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.18it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.95it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.07it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.16it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.93it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.07it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.16it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.22it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.96it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.08it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.17it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.93it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.07it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.16it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.94it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.07it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.16it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.23it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 28.00it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.12it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.20it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.97it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.09it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.18it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.95it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.08it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.17it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.23it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.99it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.10it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.19it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.95it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.08it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.17it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.96it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.08it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.17it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.23it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.99it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.11it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.19it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.95it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.08it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.17it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.94it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.07it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.16it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.22it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.98it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.10it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.18it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.95it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.07it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.17it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.94it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.07it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.17it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.23it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 28.00it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.10it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.18it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.97it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.09it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.18it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.95it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.08it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.17it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.23it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.99it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.10it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.18it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.96it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.09it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.17it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.94it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.08it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.16it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.22it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 28.00it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.11it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.19it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.96it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.08it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.17it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.94it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.07it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.16it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.21it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.98it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.09it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.18it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.96it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.95it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.10it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.63it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.82it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.46it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.28it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.64it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.66it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.05it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.94it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.58it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.97it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.31it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.73it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:08, 5.67it/s]
train: 1%| | 4/391 [00:00<00:24, 16.10it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.95it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.63it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.95it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.05it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.78it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.97it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.40it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.69it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.58it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.81it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.98it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.09it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.86it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.02it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.11it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.91it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.04it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.14it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.92it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.07it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.16it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.22it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 28.00it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.12it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.20it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.99it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.11it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.19it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.96it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.09it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.18it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.23it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.98it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.10it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.17it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.94it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.07it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.15it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.93it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.05it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.14it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.20it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.98it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.08it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.16it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.94it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.07it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.16it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.94it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.09it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.17it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.24it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.99it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.12it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.19it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.96it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.09it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.17it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.95it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.08it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.16it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.22it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.98it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.08it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.16it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.92it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.05it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.14it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.92it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.06it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.14it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.94it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.07it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.16it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.94it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.06it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.15it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.94it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.07it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.16it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.23it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.96it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.08it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.17it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.93it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.06it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.15it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.94it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.06it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.15it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.21it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.97it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.09it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.17it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.95it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.08it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.17it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.94it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.07it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.15it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.22it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.96it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.08it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.16it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.94it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.07it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.16it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.93it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.06it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.15it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.97it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.09it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.17it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.93it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.06it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.16it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.93it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.06it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.16it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.22it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 28.00it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.10it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.18it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.95it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.98it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.11it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.81it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.18it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.76it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.54it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.85it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.89it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.16it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.05it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.64it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.00it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.26it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.69it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:05, 5.92it/s]
train: 1%| | 4/391 [00:00<00:23, 16.47it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.25it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.84it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.11it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.17it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.86it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.04it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.44it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.72it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.64it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.85it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.99it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.10it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.89it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.03it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.13it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.89it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.03it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.13it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.92it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.06it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.15it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.96it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.08it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.17it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.93it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.07it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.15it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.94it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.07it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.17it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.23it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 28.00it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.10it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.17it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.94it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.07it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.16it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.95it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.07it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.16it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.22it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.96it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.08it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.16it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.93it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.06it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.15it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.92it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.04it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.14it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.96it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.08it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.94it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.06it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.15it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.92it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.05it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.14it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.20it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.96it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.09it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.17it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.93it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.07it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.16it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.90it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.04it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.14it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.96it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.09it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.17it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.93it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.06it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.15it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.93it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.06it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.16it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.21it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.98it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.09it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.17it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.93it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.06it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.15it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.92it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.05it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.14it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.21it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.96it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.08it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.17it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.95it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.08it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.16it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.94it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.08it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.17it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.23it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.99it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.10it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.18it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.95it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.07it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.16it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.94it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.07it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.16it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.97it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.10it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.18it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.95it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.07it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.16it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.93it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.07it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.16it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.23it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.99it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.11it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.18it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.96it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.97it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.12it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.77it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.13it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.71it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.46it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.77it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.80it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.16it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.00it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.56it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.96it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.27it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.67it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.89it/s]
train: 1%| | 4/391 [00:00<00:23, 16.45it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.23it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.83it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.08it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.14it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.84it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.03it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.44it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.71it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.63it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.85it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.99it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.09it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.91it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.04it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.14it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.90it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.04it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.14it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.92it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.05it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.15it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.97it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.08it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.17it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.93it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.07it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.15it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.94it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.07it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.15it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.21it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.96it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.08it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.16it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.92it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.05it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.14it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.93it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.05it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.15it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.21it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.97it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.09it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.17it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.94it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.06it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.15it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.92it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.05it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.14it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.96it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.08it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.93it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.06it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.15it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.91it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.03it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.12it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.19it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.96it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.07it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.16it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.95it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.07it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.15it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.92it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.06it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.14it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.96it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.08it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.15it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.93it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.06it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.15it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.91it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.03it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.14it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.21it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.93it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.05it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.16it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.92it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.05it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.14it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.92it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.06it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.15it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.21it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.96it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.08it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.16it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.93it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.06it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.15it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.93it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.05it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.15it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.21it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.96it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.07it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.16it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.94it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.06it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.14it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.94it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.06it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.15it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.97it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.09it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.17it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.94it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.07it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.17it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.93it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.06it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.15it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.22it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.96it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.08it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.16it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.96it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.96it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.11it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.92it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.51it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 51.03it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.70it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.97it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.99it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.24it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.10it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.69it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.04it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.31it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.73it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.77it/s]
train: 1%| | 4/391 [00:00<00:23, 16.25it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.08it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.72it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.03it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.11it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.83it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.00it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.41it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.70it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.52it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.77it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.95it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.07it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.87it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.02it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.13it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.93it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.07it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.16it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.96it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.08it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.17it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.24it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.96it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.08it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.18it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.94it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.07it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.16it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.94it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.07it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.16it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.23it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.98it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.10it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.19it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.93it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.06it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.16it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.94it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.06it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.16it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.22it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.98it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.10it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.18it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.96it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.08it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.17it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.95it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.07it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.17it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.23it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.98it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.10it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.19it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.94it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.08it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.16it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.96it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.08it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.17it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.23it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.99it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.10it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.18it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.95it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.08it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.17it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.94it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.06it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.16it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.22it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.98it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.09it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.18it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.97it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.09it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.18it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.95it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.07it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.17it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.23it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.99it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.10it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.19it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.95it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.08it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.17it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.93it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.08it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.17it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.24it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 28.02it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.13it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.20it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.99it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.10it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.19it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.95it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.07it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.16it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.22it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.97it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.09it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.17it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.96it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.09it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.17it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.97it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.09it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.17it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.24it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 28.01it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.12it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.21it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.96it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.09it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.18it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.96it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.08it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.17it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.23it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 28.01it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.11it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.19it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.96it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.99it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.12it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.92it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.47it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.94it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.60it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.87it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.93it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.24it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.14it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.70it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.13it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.41it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.80it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:09, 5.61it/s]
train: 1%| | 4/391 [00:00<00:24, 16.02it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.90it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.58it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.91it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.03it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.77it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.98it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.40it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.68it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.62it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.84it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.00it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.11it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.92it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.05it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.15it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.93it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.06it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.15it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.93it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.06it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.15it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.96it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.09it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.17it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.96it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.07it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.16it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.93it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.06it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.15it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.22it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.97it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.09it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.17it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.93it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.05it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.15it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.91it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.03it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.12it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.20it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.94it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.06it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.16it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.93it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.06it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.15it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.92it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.04it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.13it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.19it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.94it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.06it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.15it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.94it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.06it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.15it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.94it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 27.98it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.09it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.18it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.97it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.08it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.17it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.96it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.08it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.17it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.92it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.05it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.14it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.93it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.06it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.14it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.92it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.05it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.16it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.92it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.05it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.14it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.20it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.97it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.09it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.17it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.92it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.05it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.14it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.91it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.04it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.13it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.21it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.98it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.10it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.18it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.94it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.07it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.15it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.94it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.07it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.15it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.22it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.97it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.09it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.17it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.91it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.05it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.15it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.91it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.05it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.15it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.99it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.09it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.17it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.94it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.07it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.16it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.92it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.06it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.15it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.22it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.96it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.08it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.18it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.94it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.97it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.12it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 8.02it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.71it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 51.11it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.74it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.94it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.91it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.18it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.95it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.54it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.93it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.21it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.63it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.79it/s]
train: 1%| | 4/391 [00:00<00:23, 16.28it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.09it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.72it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.99it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.08it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.80it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.99it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.41it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.70it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.60it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.83it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.99it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.09it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.90it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.03it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.13it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.91it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.05it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.14it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.92it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.04it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.13it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.97it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.08it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.16it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.90it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.04it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.14it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.93it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.06it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.15it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.21it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.97it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.09it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.16it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.93it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.05it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.15it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.95it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.07it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.16it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.21it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.96it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.08it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.16it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.94it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.06it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.15it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.91it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.04it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.14it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.97it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.09it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.17it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.93it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.06it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.14it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.91it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.05it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.14it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.20it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.95it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.07it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.16it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.94it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.07it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.16it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.91it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.05it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.14it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.21it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.97it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.09it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.18it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.95it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.07it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.17it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.96it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.08it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.16it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.22it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.99it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.11it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.19it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.97it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.09it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.18it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.97it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.09it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.17it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.22it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.99it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.10it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.19it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.94it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.07it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.16it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.93it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.06it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.16it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.21it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.95it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.09it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.17it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.94it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.07it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.16it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.93it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.07it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.16it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.22it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 28.00it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.12it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.20it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.96it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.07it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.15it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.92it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.06it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.15it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.22it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.97it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.08it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.15it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.95it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.97it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.11it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.96it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.53it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 51.07it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.74it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 60.00it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 62.01it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.34it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.17it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.73it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.10it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.36it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.84it/s]
train: 1%| | 4/391 [00:00<00:23, 16.37it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.15it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.76it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.04it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.12it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.83it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.02it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.42it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.69it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.59it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.82it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.98it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.10it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.90it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.04it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.14it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.92it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.05it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.15it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.94it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.05it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.14it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.96it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.08it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.17it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.94it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.07it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.16it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.91it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.06it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.15it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.22it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.98it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.08it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.18it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.94it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.07it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.16it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.92it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.03it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.14it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.21it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.93it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.06it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.15it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.91it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.04it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.13it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.89it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.02it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.12it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.95it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.07it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.15it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.92it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.05it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.15it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.92it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.05it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.14it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.21it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.96it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.08it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.17it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.93it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.05it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.14it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.92it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.05it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.14it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.95it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.08it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.16it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.92it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.05it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.15it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.90it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.04it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.13it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.20it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.97it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.09it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.16it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.92it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.05it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.15it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.92it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.04it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.13it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.19it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.94it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.06it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.15it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.93it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.07it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.16it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.95it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.08it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.16it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.22it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.94it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.06it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.15it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.93it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.07it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.16it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.90it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.05it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.14it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.20it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.96it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.08it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.16it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.89it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.02it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.13it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.91it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.06it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.15it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.22it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.98it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.09it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.18it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.93it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.96it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.10it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.79it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.12it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.71it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.49it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.78it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.84it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.14it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.05it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.65it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.07it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.38it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:05, 5.96it/s]
train: 1%| | 4/391 [00:00<00:23, 16.54it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.29it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.86it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.09it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.17it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.88it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.04it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.44it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.72it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.62it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.85it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.01it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.11it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.90it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.04it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.15it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.92it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.05it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.14it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.93it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.06it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.16it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.22it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.96it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.08it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.16it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.97it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.09it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.17it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.94it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.06it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.15it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.22it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.97it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.09it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.17it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.94it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.08it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.16it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.94it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.06it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.16it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.22it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.95it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.08it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.17it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.95it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.08it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.16it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.93it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.06it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.14it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.97it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.09it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.94it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.06it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.15it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.92it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.05it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.14it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.21it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.96it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.07it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.16it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.93it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.06it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.15it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.93it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.06it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.15it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.21it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.98it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.09it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.17it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.94it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.06it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.15it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.93it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.06it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.07it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.14it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.92it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.04it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.14it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.91it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.05it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.14it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.92it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.06it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.15it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.21it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.97it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.09it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.18it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.95it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.07it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.16it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.90it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.05it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.14it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.21it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.96it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.08it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.17it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.96it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.08it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.17it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.93it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.06it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.16it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.23it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.99it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.10it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.18it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.96it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.09it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.17it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.96it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.07it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.16it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.23it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.99it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.10it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.18it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.93it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.94it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.10it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.69it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.90it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.51it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.34it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.62it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.73it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.05it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.95it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.57it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.96it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.27it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.68it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.89it/s]
train: 1%| | 4/391 [00:00<00:23, 16.45it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.24it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.84it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.08it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.15it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.85it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.03it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.44it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.72it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.63it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.85it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.01it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.12it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.90it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.03it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.13it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.90it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.04it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.14it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.91it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.04it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.13it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.20it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.91it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.03it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.12it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.90it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.04it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.13it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.92it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.03it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.12it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.18it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.94it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.07it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.16it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.94it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.06it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.15it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.93it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.05it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.15it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.20it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.97it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.09it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.17it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.94it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.06it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.16it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.94it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.07it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.17it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.23it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.96it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.08it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.17it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.93it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.06it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.14it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.93it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.07it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.16it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.22it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.97it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.09it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.18it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.96it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.08it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.16it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.93it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.06it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.15it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.22it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.95it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.08it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.16it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.93it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.06it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.15it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.92it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.06it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.16it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.22it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.97it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.09it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.17it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.93it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.06it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.16it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.91it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.04it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.15it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.21it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.96it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.08it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.16it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.93it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.06it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.15it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.93it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.06it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.15it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.22it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.97it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.09it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.17it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.93it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.06it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.16it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.94it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.06it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.15it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.22it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 28.00it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.11it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.19it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.95it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.08it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.16it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.92it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.06it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.15it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.21it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.96it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.08it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.16it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.93it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.96it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.11it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.72it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.03it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.68it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.51it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.83it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.90it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.21it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.09it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.69it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.07it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.39it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.89it/s]
train: 1%| | 4/391 [00:00<00:23, 16.45it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.24it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.83it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.08it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.14it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.85it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.04it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.44it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.72it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.60it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.83it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.00it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.12it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.91it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.05it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.14it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.91it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.04it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.13it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.92it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.05it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.14it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.22it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.97it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.09it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.17it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.96it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.09it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.16it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.96it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.09it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.17it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.23it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 28.00it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.11it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.18it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.95it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.07it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.15it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.92it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.06it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.17it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.24it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 28.00it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.11it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.21it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.97it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.09it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.18it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.96it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.08it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.18it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.24it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 28.01it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.12it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.18it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.94it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.07it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.17it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.94it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.07it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.17it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.23it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.97it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.09it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.17it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.94it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.07it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.15it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.91it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.05it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.14it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.95it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.08it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.16it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.94it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.07it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.16it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.94it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.06it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.15it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.21it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.95it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.08it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.16it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.93it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.06it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.15it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.92it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.06it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.13it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.21it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.96it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.08it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.16it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.96it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.09it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.18it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.94it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.06it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.16it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.23it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.98it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.10it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.18it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.94it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.07it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.15it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.92it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.06it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.15it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.98it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.10it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.18it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.96it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.09it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.18it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.94it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.07it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.16it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.23it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 28.00it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.12it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.20it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.96it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 28.00it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.92it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.53it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 51.02it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.64it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.88it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.87it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.15it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.00it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.55it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.00it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.25it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.68it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.91it/s]
train: 1%| | 4/391 [00:00<00:23, 16.47it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.24it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.83it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.08it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.14it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.83it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.01it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.43it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.71it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.63it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.85it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.01it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.12it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.88it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.03it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.13it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.90it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.04it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.13it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.90it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.02it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.12it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.96it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.08it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.17it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.93it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.06it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.15it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.93it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.07it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.16it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.22it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.99it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.11it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.19it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.93it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.06it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.15it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.94it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.07it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.17it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.23it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.98it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.09it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.18it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.95it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.08it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.17it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.91it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.06it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.15it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.22it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.98it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.10it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.18it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.93it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.07it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.16it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.94it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.07it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.16it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.23it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.99it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.10it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.18it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.96it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.08it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.17it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.91it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.05it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.15it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.22it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.97it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.10it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.19it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.93it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.06it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.15it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.92it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.05it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.14it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.22it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.95it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.08it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.17it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.92it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.05it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.14it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.91it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.06it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.16it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.22it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.99it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.10it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.18it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.94it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.06it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.16it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.94it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.07it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.16it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.22it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.99it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.10it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.18it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.94it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.07it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.16it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.92it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.06it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.16it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.22it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.93it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.06it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.93it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.06it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.16it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.93it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.06it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.15it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.22it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.98it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.10it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.17it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.94it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.96it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.11it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.97it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.42it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.93it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.59it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.84it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.93it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.25it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.13it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.68it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.12it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.38it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.83it/s]
train: 1%| | 4/391 [00:00<00:23, 16.35it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.16it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.77it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.03it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.11it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.83it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.01it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.43it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.70it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.59it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.82it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.98it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.10it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.88it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.03it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.12it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.89it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.03it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.13it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.90it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.04it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.14it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.96it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.08it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.17it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.94it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.07it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.15it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.92it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.05it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.14it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.21it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.97it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.08it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.17it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.94it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.07it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.16it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.91it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.04it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.14it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.21it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.99it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.10it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.18it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.96it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.06it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.15it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.92it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.05it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.15it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.22it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.97it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.09it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.18it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.93it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.06it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.16it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.91it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.05it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.13it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.20it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.96it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.08it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.17it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.93it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.07it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.16it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.93it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.06it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.16it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.22it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 28.00it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.11it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.18it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.92it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.06it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.15it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.93it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.06it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.15it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.22it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.99it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.10it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.18it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.95it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.08it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.17it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.94it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.07it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.17it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.22it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.96it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.08it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.17it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.95it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.08it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.18it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.94it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.08it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.16it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.23it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.98it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.10it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.18it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.95it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.08it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.17it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.93it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.06it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.16it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.22it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.99it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.10it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.18it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.97it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.09it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.18it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.95it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.07it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.16it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.23it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.96it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.09it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.17it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.93it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.94it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.10it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.52it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.52it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.28it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.22it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.58it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.74it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.13it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.03it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.64it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.11it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.40it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:13, 5.28it/s]
train: 1%| | 4/391 [00:00<00:24, 15.50it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.48it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.28it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.69it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.86it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.64it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.86it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.32it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.63it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.54it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.79it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.96it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.08it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.87it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.02it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.12it/s]
train: 13%|█▎ | 52/391 [00:02<00:12, 27.91it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.04it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.14it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.92it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.06it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.15it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.23it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.98it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.10it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.17it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.96it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.09it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.18it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.94it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.07it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.17it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.24it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.97it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.10it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.18it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.96it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.09it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.18it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.92it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.06it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.15it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.23it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.98it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.10it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.19it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.96it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.08it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.17it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.95it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.08it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.16it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.23it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.98it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.11it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.19it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.95it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.08it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.17it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.92it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.06it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.16it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.23it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.98it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.11it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.19it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.92it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.06it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.16it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.92it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.05it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.14it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.21it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.96it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.05it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.15it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.93it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.06it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.15it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.94it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.07it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.16it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.23it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.96it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.09it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.17it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.93it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.06it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.16it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.91it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.05it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.15it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.23it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.98it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.11it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.18it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.95it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.08it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.17it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.93it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.07it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.15it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.22it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.95it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.08it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.17it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.93it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.06it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.16it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.95it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.08it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.17it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.23it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.98it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.10it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.17it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.94it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.08it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.17it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.94it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.07it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.17it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.23it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.99it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.11it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.19it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.95it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.97it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.11it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.86it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.34it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.87it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.58it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.85it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.88it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.20it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.09it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.67it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.05it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.31it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.71it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:04, 6.04it/s]
train: 1%| | 4/391 [00:00<00:23, 16.65it/s]
train: 2%|▏ | 7/391 [00:00<00:17, 21.39it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.94it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.15it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.20it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.89it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.03it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.43it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.71it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.62it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.85it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.00it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.11it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.90it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.05it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.15it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.92it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.05it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.15it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.94it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.07it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.16it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.22it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.98it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.09it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.18it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.91it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.06it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.16it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.89it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.04it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.14it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.96it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.10it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.18it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.96it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.08it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.16it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.91it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.05it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.15it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.21it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.96it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.08it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.17it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.94it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.07it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.15it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.91it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.05it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.14it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.22it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.95it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.07it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.94it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.06it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.15it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.91it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.04it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.14it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.21it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.96it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.09it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.17it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.95it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.07it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.17it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.95it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.07it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.16it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.23it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.98it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.10it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.18it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.96it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.09it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.18it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.92it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.05it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.15it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.21it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.95it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.08it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.17it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.93it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.06it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.15it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.89it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.04it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.13it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.19it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.96it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.08it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.17it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.91it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.05it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.14it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.92it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.05it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.15it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.22it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.96it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.08it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.17it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.96it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.09it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.17it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.94it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.07it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.16it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.22it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.96it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.07it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.93it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.06it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.15it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.91it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.04it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.14it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.21it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.95it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.08it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.16it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.92it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.94it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.10it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.78it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.16it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.69it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.46it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.74it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.78it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.12it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.96it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.52it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.91it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.22it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.66it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:05, 5.92it/s]
train: 1%| | 4/391 [00:00<00:23, 16.46it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.24it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.83it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.08it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.16it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.86it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.03it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.45it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.73it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.63it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.85it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.01it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.13it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.91it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.04it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.15it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.88it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.02it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.13it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.91it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.04it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.14it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.96it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.09it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.18it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.93it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.07it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.16it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.93it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.06it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.14it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.21it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.93it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.06it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.15it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.93it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.06it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.15it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.92it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.06it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.15it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.23it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.95it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.08it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.17it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.94it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.07it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.16it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.94it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.07it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.17it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.23it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.98it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.10it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.19it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.93it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.06it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.17it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.93it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.07it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.15it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.22it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.96it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.09it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.18it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.94it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.07it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.16it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.91it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.04it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.13it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.21it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.95it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.07it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.16it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.91it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.05it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.15it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.90it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.04it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.14it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.22it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.97it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.10it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.17it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.92it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.07it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.16it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.91it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.04it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.15it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.21it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.95it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.08it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.17it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.92it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.06it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.15it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.90it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.05it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.15it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.22it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.97it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.10it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.17it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.95it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.06it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.16it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.91it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.04it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.14it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.20it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.93it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.07it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.16it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.94it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.07it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.17it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.94it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.07it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.15it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.22it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 28.00it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.11it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.19it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.97it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.97it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.12it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.60it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.72it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.45it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.35it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.69it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.74it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.07it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.95it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.59it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.01it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.30it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.72it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.84it/s]
train: 1%| | 4/391 [00:00<00:23, 16.36it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.16it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.78it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.01it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.09it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.81it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.01it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.43it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.72it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.63it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.86it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.02it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.13it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.91it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.05it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.15it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.92it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.06it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.16it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.92it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.05it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.15it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.22it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.96it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.09it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.18it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.98it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.09it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.18it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.96it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.07it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.16it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.23it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.96it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.08it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.17it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.96it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.09it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.17it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.94it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.06it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.15it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.22it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.97it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.09it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.18it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.92it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.04it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.14it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.91it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.05it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.15it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.22it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.96it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.08it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.17it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.93it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.06it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.15it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.92it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.05it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.15it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.22it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.94it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.08it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.17it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.92it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.05it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.16it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.93it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.07it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.16it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.22it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.95it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.08it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.18it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.93it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.07it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.16it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.90it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.04it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.14it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.21it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.95it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.07it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.17it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.93it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.06it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.16it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.94it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.08it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.16it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.23it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.98it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.09it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.18it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.93it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.07it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.16it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.92it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.05it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.15it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.21it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.96it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.09it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.18it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.94it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.07it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.16it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.91it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.05it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.15it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.22it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.95it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.08it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.17it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.95it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.08it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.17it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.91it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.05it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.13it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.95it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.09it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.17it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.95it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.99it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.77it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.09it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.75it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.50it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.82it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.90it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.16it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.05it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.61it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.97it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.29it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.69it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:05, 5.95it/s]
train: 1%| | 4/391 [00:00<00:23, 16.52it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.28it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.85it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.09it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.15it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.86it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.01it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.42it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.70it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.61it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.84it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.01it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.12it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.91it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.05it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.15it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.92it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.06it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.16it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.91it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.04it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.15it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.96it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.08it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.17it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.92it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.05it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.14it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.90it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.04it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.14it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.21it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.95it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.07it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.16it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.92it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.05it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.15it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.93it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.06it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.15it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.22it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.97it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.09it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.18it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.93it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.06it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.15it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.93it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.06it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.16it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.22it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.98it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.09it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.94it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.07it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.15it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.93it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.06it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.15it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.22it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.98it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.10it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.18it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.94it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.07it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.16it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.93it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.06it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.15it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.22it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.97it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.09it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.17it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.91it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.05it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.15it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.94it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.07it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.15it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.20it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.93it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.07it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.16it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.94it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.07it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.17it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.94it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.07it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.16it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.23it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.97it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.08it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.16it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.94it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.07it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.17it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.94it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.08it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.17it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.23it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.97it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.09it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.17it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.92it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.06it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.15it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.90it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.04it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.14it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.96it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.09it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.17it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.95it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.07it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.17it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.89it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.04it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.15it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.21it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.94it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.08it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.17it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.93it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.95it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.11it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.49it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.45it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.27it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.18it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.54it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.67it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.03it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.98it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.59it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.04it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.34it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:08, 5.65it/s]
train: 1%| | 4/391 [00:00<00:24, 16.10it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.96it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.63it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.92it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.04it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.78it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.95it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.39it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.69it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.61it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.84it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.99it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.10it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.88it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.02it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.13it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.89it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.02it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.12it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.91it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.03it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.13it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.19it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.94it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.07it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.17it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.94it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.08it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.16it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.93it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.03it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.13it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.19it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.96it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.09it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.17it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.93it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.06it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.16it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.91it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.04it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.14it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.21it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.97it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.09it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.19it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.94it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.07it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.16it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.93it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.06it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.17it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.22it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.97it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.08it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.18it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.95it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.07it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.17it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.94it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.07it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.17it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.23it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.93it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.06it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.16it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.90it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.05it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.15it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.90it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.04it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.14it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.21it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.94it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.06it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.16it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.92it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.05it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.15it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.92it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.05it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.14it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.21it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.96it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.08it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.17it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.93it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.05it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.15it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.89it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.03it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.13it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.20it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.96it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.09it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.17it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.93it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.06it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.15it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.90it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.05it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.15it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.21it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.94it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.07it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.16it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.94it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.07it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.16it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.94it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.07it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.16it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.22it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.95it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.08it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.17it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.93it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.06it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.15it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.93it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.06it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.15it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.22it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.95it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.06it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.14it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.93it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.92it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.08it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.79it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.10it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.78it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.52it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.79it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.79it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.12it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.99it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.48it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.89it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.20it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.63it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.90it/s]
train: 1%| | 4/391 [00:00<00:23, 16.46it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.23it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.82it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.06it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.13it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.84it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.98it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.40it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.69it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.60it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.82it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.98it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.10it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.88it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.02it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.12it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.93it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.06it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.15it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.95it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.07it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.16it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.98it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.09it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.17it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.93it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.06it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.16it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.92it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.05it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.14it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.22it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.94it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.07it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.16it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.92it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.05it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.14it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.92it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.05it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.15it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.22it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.96it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.08it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.17it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.91it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.04it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.15it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.91it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.05it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.14it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.96it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.08it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.91it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.05it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.14it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.92it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.05it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.14it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.21it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.95it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.08it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.17it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.93it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.06it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.15it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.92it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.06it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.15it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.96it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.07it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.16it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.94it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.07it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.16it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.91it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.04it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.14it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.21it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.96it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.08it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.17it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.93it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.06it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.16it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.91it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.04it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.14it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.21it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.97it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.10it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.18it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.94it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.08it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.16it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.91it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.05it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.15it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.22it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.95it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.08it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.17it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.93it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.06it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.16it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.91it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.05it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.14it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.22it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.95it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.07it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.16it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.91it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.05it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.15it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.92it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.06it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.16it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.22it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.97it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.09it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.18it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.94it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.97it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.12it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 8.05it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.72it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 51.16it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.76it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 60.00it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 62.01it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.34it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.19it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.72it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.09it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.36it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.90it/s]
train: 1%| | 4/391 [00:00<00:23, 16.45it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.24it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.83it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.07it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.14it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.85it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.03it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.44it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.73it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.60it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.83it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.98it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.10it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.86it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.01it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.12it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.87it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.01it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.12it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.91it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.05it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.16it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.22it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.96it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.07it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.16it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.93it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.06it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.15it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.91it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.04it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.14it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.94it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.07it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.16it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.90it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.04it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.14it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.90it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.04it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.14it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.22it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.97it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.09it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.17it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.91it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.04it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.14it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.91it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.04it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.13it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.94it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.07it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.89it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.03it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.14it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.90it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.04it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.14it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.21it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.97it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.08it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.17it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.91it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.05it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.14it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.93it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.07it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.16it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.23it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.97it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.08it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.17it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.92it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.05it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.14it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.92it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.05it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.15it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.21it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.95it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.07it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.16it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.91it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.04it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.15it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.92it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.04it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.13it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.20it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.96it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.07it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.16it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.93it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.06it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.15it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.90it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.04it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.14it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.21it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.94it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.07it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.15it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.87it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.02it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.12it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.91it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.04it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.14it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.95it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.07it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.92it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.04it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.13it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.91it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.05it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.14it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.93it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.05it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.14it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.90it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.94it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.10it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 8.02it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.66it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 51.11it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.73it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.96it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 62.02it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.33it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.13it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.71it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.10it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.41it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.80it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.88it/s]
train: 1%| | 4/391 [00:00<00:23, 16.42it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.22it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.81it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.04it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.11it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.83it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.00it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.41it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.70it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.61it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.83it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.98it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.10it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.85it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.00it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.11it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.91it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.04it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.14it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.90it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.04it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.13it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.20it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.95it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.08it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.16it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.91it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.04it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.14it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.91it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.04it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.14it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.95it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.07it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.15it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.90it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.04it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.13it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.88it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.02it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.12it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.19it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.94it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.07it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.15it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.90it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.04it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.13it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.88it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.02it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.12it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.19it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.95it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.07it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.15it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.92it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.05it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.14it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.89it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.03it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.10it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.15it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.89it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.03it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.13it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.91it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.04it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.14it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.89it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.03it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.11it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.18it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.94it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.06it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.15it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.90it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.03it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.12it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.87it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.02it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.12it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.19it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.95it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.07it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.15it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.90it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.03it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.89it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.02it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.12it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.19it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.92it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.05it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.14it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.91it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.04it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.13it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.89it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.03it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.13it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.19it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.92it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.05it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.14it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.92it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.04it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.14it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.90it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.04it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.13it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.20it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.96it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.08it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.89it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.03it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.12it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.89it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.04it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.13it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.93it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.05it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.14it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.90it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.93it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.08it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 8.05it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.67it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 51.20it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.79it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.95it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.92it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.22it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.03it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.59it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.94it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.20it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.65it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:05, 5.92it/s]
train: 1%| | 4/391 [00:00<00:23, 16.49it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.26it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.85it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.06it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.12it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.83it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.99it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.40it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.69it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.57it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.79it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.95it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.07it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.84it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.00it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.11it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.87it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.01it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.12it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.88it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.02it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.12it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.20it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.96it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.09it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.17it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.96it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.08it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.16it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.90it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.04it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.13it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.92it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.06it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.14it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.93it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.06it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.15it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.92it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.05it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.13it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.20it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.93it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.06it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.15it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.93it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.06it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.15it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.89it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.04it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.13it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.93it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.06it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.15it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.90it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.04it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.14it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.91it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.05it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.14it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.22it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.96it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.08it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.17it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.93it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.06it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.15it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.93it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.06it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.15it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.21it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.97it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.08it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.16it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.90it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.04it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.14it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.89it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.03it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.13it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.20it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.94it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.06it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.15it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.90it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.04it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.14it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.92it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.05it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.15it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.21it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.97it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.09it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.17it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.93it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.06it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.15it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.90it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.04it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.14it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.21it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.89it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.03it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.13it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.88it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.02it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.12it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.86it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.02it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.12it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.19it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.97it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.08it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.17it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.91it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.04it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.14it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.88it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.02it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.12it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.19it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.94it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.07it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.16it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.91it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.93it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.09it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 8.08it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.83it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 51.30it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.88it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 60.04it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.97it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.25it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.07it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.64it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.02it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.33it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.74it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.80it/s]
train: 1%| | 4/391 [00:00<00:23, 16.31it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.13it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.77it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.01it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.10it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.82it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.98it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.40it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.69it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.60it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.83it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.99it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.10it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.86it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.02it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.13it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.89it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.05it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.15it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.92it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.07it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.17it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.23it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.96it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.09it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.18it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.94it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.06it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.16it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.91it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.05it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.15it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.23it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.99it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.11it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.19it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.93it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.07it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.17it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.95it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.08it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.17it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.24it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.96it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.10it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.19it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.95it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.09it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.18it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.94it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.08it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.16it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.23it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.98it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.11it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.19it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.95it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.08it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.17it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.92it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.05it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.16it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.23it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.94it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.08it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.17it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.94it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.08it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.17it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.94it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.08it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.18it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.24it/s]
train: 57%|█████▋ | 223/391 [00:08<00:05, 28.00it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.12it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.20it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.97it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.09it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.18it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.95it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.08it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.18it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.25it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.97it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.09it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.18it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.96it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.08it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.18it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.96it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.09it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.17it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.23it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.97it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.10it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.19it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.95it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.08it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.17it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.95it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.08it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.17it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.24it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.98it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.10it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.18it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.93it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.06it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.16it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.91it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.05it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.15it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.23it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.95it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.08it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.18it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.93it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.07it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.17it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.94it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.08it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.18it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.24it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.99it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.11it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.19it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.92it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.96it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.11it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.84it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.26it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.78it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.52it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.81it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.82it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.08it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.92it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.50it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.92it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.21it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.65it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:10, 5.51it/s]
train: 1%| | 4/391 [00:00<00:24, 15.84it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.75it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.49it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.82it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.97it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.73it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.89it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.35it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.67it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.60it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.83it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.99it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.10it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.86it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.02it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.13it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.91it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.03it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.14it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.90it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.04it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.14it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.95it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.08it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.17it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.92it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.06it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.16it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.90it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.04it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.14it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.21it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.95it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.06it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.15it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.90it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.03it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.13it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.88it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.02it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.12it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.20it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.93it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.06it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.16it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.91it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.05it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.15it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.91it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.05it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.14it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.97it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.09it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.17it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.94it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.08it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.17it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.93it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.07it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.16it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.23it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.97it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.10it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.18it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.92it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.05it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.14it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.90it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.05it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.15it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.22it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.94it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.08it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.18it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.91it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.05it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.15it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.91it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.05it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.15it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.23it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.97it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.08it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.17it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.92it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.05it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.16it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.93it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.07it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.16it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.23it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.92it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.06it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.15it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.91it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.04it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.14it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.91it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.06it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.15it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.21it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.92it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.06it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.14it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.90it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.04it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.14it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.90it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.04it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.14it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.19it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.94it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.07it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.91it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.04it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.14it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.89it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.03it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.13it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.19it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.93it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.05it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.14it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.91it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.92it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.08it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.86it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.33it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.83it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.55it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.83it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.87it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.20it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.08it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.68it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.09it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.37it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.74it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:05, 5.94it/s]
train: 1%| | 4/391 [00:00<00:23, 16.51it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.28it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.87it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.07it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.14it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.84it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.00it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.42it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.70it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.57it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.81it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.97it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.09it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.86it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.01it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.11it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.87it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.01it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.12it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.87it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.02it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.13it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.94it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.06it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.16it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.93it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.06it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.15it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.89it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.03it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.13it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.93it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.07it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.16it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.90it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.04it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.14it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.89it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.02it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.11it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.19it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.94it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.06it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.15it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.90it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.05it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.15it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.91it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.05it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.14it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.95it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.08it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.93it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.06it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.16it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.92it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.05it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.15it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.22it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.96it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.09it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.18it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.91it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.06it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.16it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.93it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.06it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.15it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.21it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.95it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.08it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.16it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.90it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.03it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.14it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.91it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.05it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.14it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.21it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.94it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.07it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.16it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.90it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.04it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.91it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.04it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.14it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.20it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.96it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.08it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.17it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.93it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.06it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.15it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.92it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.06it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.14it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.22it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.94it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.07it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.15it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.94it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.07it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.16it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.89it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.03it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.13it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.20it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.95it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.08it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.16it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.93it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.06it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.16it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.91it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.04it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.14it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.21it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.96it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.07it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.15it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.89it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.92it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.08it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.67it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.86it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.54it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.33it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.68it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.78it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.11it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.00it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.58it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.96it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.23it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.66it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.80it/s]
train: 1%| | 4/391 [00:00<00:23, 16.32it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.14it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.76it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.01it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.09it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.82it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.00it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.42it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.71it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.60it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.84it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.00it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.11it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.89it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.02it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.13it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.91it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.06it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.16it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.91it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.04it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.14it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.94it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.08it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.16it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.93it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.06it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.15it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.90it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.04it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.14it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.21it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.97it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.09it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.18it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.90it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.04it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.14it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.88it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.02it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.13it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.21it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.93it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.06it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.15it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.90it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.04it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.14it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.87it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.02it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.13it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.94it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.07it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.91it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.05it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.15it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.91it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.04it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.14it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.21it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.95it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.06it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.16it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.89it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.04it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.14it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.87it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.03it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.13it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.93it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.07it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.17it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.92it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.06it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.16it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.91it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.05it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.16it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.23it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.96it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.08it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.18it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.94it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.07it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.17it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.94it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.07it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.16it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.23it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.98it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.10it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.19it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.92it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.05it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.15it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.91it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.05it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.15it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.22it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.96it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.08it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.17it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.92it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.06it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.16it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.92it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.06it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.15it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.93it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.07it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.16it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.91it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.04it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.15it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.92it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.05it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.15it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.23it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.96it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.09it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.18it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.93it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.95it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.10it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.93it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.40it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.87it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.53it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.81it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.84it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.17it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.03it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.59it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.98it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.26it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.69it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.79it/s]
train: 1%| | 4/391 [00:00<00:23, 16.30it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.12it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.76it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.99it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.11it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.83it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.03it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.45it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.73it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.62it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.85it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.02it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.13it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.88it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.04it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.14it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.90it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.06it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.15it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.93it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.07it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.18it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.25it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.95it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.08it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.18it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.90it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.05it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.16it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.89it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.04it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.14it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.22it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.95it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.09it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.18it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.95it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.08it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.18it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.93it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.07it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.17it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.24it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.99it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.12it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.21it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.97it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.09it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.19it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.97it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.09it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.18it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.25it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.97it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.10it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.19it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.93it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.07it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.17it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.92it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.07it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.16it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.24it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.96it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.10it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.19it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.93it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.07it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.18it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.93it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.06it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.17it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.23it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.99it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.11it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.20it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.98it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.10it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.19it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.94it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.08it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.17it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.24it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 28.00it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.13it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.21it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.97it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.09it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.19it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.97it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.10it/s]
train: 71%|███████ | 277/391 [00:09<00:04, 28.18it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.24it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.96it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.10it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.19it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.93it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.06it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.16it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.91it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.06it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.17it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.24it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.97it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.09it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.18it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.94it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.06it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.17it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.90it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.05it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.16it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.24it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.97it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.10it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.18it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.95it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.08it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.17it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.92it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.07it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.17it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.25it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.97it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.10it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.18it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.94it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.97it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.12it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.99it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.62it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 51.15it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.81it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 60.06it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 62.00it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.32it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.19it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.77it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.14it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.38it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.79it/s]
train: 1%| | 4/391 [00:00<00:23, 16.29it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.10it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.74it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.98it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.08it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.80it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.96it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.39it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.69it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.59it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.82it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.99it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.11it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.90it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.04it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.13it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.91it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.04it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.14it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.90it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.04it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.12it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.20it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.96it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.08it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.17it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.91it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.05it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.14it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.88it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.02it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.13it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.93it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.06it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.16it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.88it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.02it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.12it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.91it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.05it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.14it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.21it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.96it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.08it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.17it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.93it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.06it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.16it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.92it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.06it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.16it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.22it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.97it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.08it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.17it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.91it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.04it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.14it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.90it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.03it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.13it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.20it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.92it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.05it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.15it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.92it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.05it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.14it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.88it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.02it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.12it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.19it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.91it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.14it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.91it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.04it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.14it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.92it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.05it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.13it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.20it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.92it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.04it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.14it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.91it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.03it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.89it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.03it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.13it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.19it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.92it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.07it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.15it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.87it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.02it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.12it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.88it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.02it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.13it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.93it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.05it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.14it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.90it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.04it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.14it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.88it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.02it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.12it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.19it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.95it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.07it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.92it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.05it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.14it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.92it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.05it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.15it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.22it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.94it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.07it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.16it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.89it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.91it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.07it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 7.08it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.44it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.50it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.67it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.29it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.47it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.93it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.89it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.53it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.95it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.29it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.72it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.90it/s]
train: 1%| | 4/391 [00:00<00:23, 16.46it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.25it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.85it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.09it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.16it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.86it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.00it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.43it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.72it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.60it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.84it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 28.00it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.12it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.85it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.01it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.12it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.87it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.02it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.14it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.89it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.05it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.12it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.19it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.92it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.05it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.15it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.91it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.05it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.16it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.93it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.07it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.17it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.23it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.96it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.08it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.18it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.89it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.04it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.15it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.90it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.05it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.15it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.23it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.96it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.07it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.16it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.90it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.04it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.14it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.90it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.04it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.14it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.95it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.08it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.17it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.94it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.07it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.16it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.91it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.04it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.15it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.21it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.91it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.04it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.14it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.92it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.05it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.15it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.90it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.04it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.14it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.21it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.94it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.07it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.16it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.94it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.07it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.17it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.92it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.06it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.16it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.22it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.94it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.08it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.18it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.92it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.05it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.15it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.90it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.05it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.15it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.22it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.97it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.09it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.18it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.92it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.06it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.16it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.90it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.03it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.14it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.21it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.93it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.07it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.16it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.90it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.05it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.15it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.91it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.05it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.15it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.22it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.95it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.06it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.90it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.05it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.14it/s]
train: 92%|█████████▏| 361/391 [00:12<00:01, 27.93it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.06it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.17it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.22it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.95it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.09it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.17it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.91it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.92it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.08it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.80it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.14it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.72it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.44it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.78it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.85it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.19it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.99it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.58it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.00it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.29it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.71it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.76it/s]
train: 1%| | 4/391 [00:00<00:23, 16.25it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.06it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.71it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.96it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.07it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.79it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.96it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.40it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.69it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.59it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.81it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.98it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.08it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.84it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.99it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.11it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.88it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.02it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.12it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.88it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.02it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.12it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.19it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.91it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.04it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.13it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.87it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.01it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.11it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.84it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 27.99it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.11it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.18it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.91it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.05it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.14it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.86it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.02it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.12it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.90it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.04it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.14it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.22it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.93it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.06it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.15it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.89it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.03it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.12it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.91it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.04it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.13it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.19it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.95it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.07it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.91it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.05it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.14it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.89it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.03it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.15it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.20it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.96it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.08it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.17it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.89it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.03it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.13it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.87it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.01it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.11it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.18it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.90it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.14it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.87it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.02it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.13it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.89it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.04it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.14it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.21it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.96it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.07it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.15it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.88it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.03it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.12it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.87it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.01it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.12it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.19it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.92it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.05it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.14it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.90it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.03it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.13it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.86it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.01it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.12it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.19it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.92it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.05it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.14it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.90it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.04it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.14it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.87it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.02it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.13it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.20it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.96it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.09it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.17it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.91it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.04it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.14it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.90it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.03it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.13it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.93it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.06it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.14it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.89it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.92it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.08it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.80it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.16it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.71it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.50it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.82it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.85it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.15it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.02it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.58it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.99it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.31it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.71it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.81it/s]
train: 1%| | 4/391 [00:00<00:23, 16.31it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.12it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.75it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.02it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.11it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.82it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.01it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.42it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.70it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.57it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.78it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.94it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.06it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.84it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.99it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.09it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.86it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.02it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.13it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.89it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.02it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.12it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.20it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.93it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.05it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.14it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.88it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.02it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.11it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.88it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.03it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.14it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.91it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.05it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.15it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.89it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.03it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.12it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.88it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.02it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.12it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.19it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.92it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.05it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.14it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.91it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.04it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.13it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.88it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.03it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.14it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.94it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.06it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.15it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.92it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.04it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.14it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.89it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.03it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.13it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.22it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.94it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.07it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.16it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.88it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.03it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.13it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.88it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.02it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.12it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.91it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.15it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.93it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.07it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.17it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.93it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.06it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.16it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.22it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.92it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.04it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.15it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.89it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.02it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.12it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.89it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.03it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.14it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.21it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.95it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.06it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.15it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.87it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.02it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.13it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.89it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.03it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.12it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.93it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.02it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.11it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.89it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.02it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.13it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.89it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.04it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.14it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.93it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.06it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.90it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.04it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.14it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.92it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.06it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.15it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.21it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.95it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.08it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.16it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.90it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.91it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.08it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.94it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.46it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.89it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.58it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.85it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.91it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.17it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.04it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.62it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.06it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.37it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:11, 5.46it/s]
train: 1%| | 4/391 [00:00<00:24, 15.77it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.69it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.44it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.78it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.94it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.71it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.91it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.35it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.65it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.55it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.80it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.96it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.08it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.85it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.00it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.11it/s]
train: 13%|█▎ | 52/391 [00:02<00:12, 27.87it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.02it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.14it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.86it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.01it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.12it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.92it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.06it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.15it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.90it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.03it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.13it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.89it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.03it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.14it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.21it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.96it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.07it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.16it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.90it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.04it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.14it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.88it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.02it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.13it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.20it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.93it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.06it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.16it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.91it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.04it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.14it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.89it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.03it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.14it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.18it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.91it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.05it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.14it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.89it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.03it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.12it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.87it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.01it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.11it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.19it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.91it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.04it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.12it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.87it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.02it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.11it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.84it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 27.99it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.10it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.17it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.93it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.05it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.13it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.90it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.04it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.14it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.88it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.03it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.13it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.20it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.93it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.06it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.15it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.90it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.03it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.89it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.03it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.14it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.21it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.94it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.07it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.17it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.93it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.06it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.15it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.90it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.04it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.14it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.21it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.93it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.06it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.14it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.91it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.05it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.15it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.89it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.03it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.12it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.20it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.93it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.06it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.90it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.03it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.13it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.89it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.03it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.13it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.91it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.04it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.15it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.90it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.93it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.10it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.86it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.28it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.90it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.60it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.88it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.85it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.18it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.06it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.60it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.04it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.33it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.74it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:12, 5.39it/s]
train: 1%| | 4/391 [00:00<00:24, 15.68it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.63it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.40it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.77it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.93it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.70it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.90it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.36it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.67it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.54it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.80it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.97it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.10it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.85it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.01it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.12it/s]
train: 13%|█▎ | 52/391 [00:02<00:12, 27.88it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.03it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.14it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.91it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.05it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.15it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.23it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.95it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.08it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.17it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.91it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.05it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.16it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.92it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.07it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.16it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.22it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.97it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.09it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.18it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.93it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.06it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.16it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.93it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.07it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.16it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.24it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.95it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.08it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.17it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.89it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.04it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.15it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.90it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.04it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.15it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.22it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.93it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.06it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.92it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.06it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.15it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.93it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.07it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.17it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.23it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.95it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.09it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.17it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.93it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.07it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.17it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.92it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.06it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.16it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.23it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.96it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.09it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.18it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.95it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.07it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.17it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.92it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.06it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.17it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.24it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.96it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.09it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.18it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.92it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.05it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.16it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.92it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.05it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.15it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.22it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.93it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.06it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.16it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.92it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.06it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.15it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.90it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.04it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.14it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.21it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.95it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.07it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.17it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.94it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.06it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.16it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.91it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.05it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.14it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.22it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.95it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.08it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.17it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.92it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.06it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.16it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.90it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.04it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.14it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.95it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.08it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.18it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.94it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.95it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.10it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.90it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.39it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.92it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.63it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.92it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.95it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.26it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.12it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.71it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.10it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.38it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:05, 5.91it/s]
train: 1%| | 4/391 [00:00<00:23, 16.47it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.25it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.85it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.07it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.14it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.84it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.99it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.41it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.71it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.59it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.82it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.98it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.09it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.86it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.02it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.13it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.90it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.03it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.12it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.87it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.03it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.14it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.93it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.05it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.14it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.87it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.02it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.12it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.88it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.02it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.13it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.21it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.95it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.07it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.16it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.92it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.06it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.15it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.91it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.04it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.13it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.20it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.95it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.07it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.15it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.87it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.01it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.11it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.88it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.03it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.14it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.93it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.06it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.15it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.90it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.03it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.13it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.89it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.03it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.13it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.20it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.92it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.06it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.15it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.86it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.01it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.11it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.87it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.00it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.11it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.18it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.91it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.14it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.85it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.01it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.12it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.86it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.01it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.11it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.19it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.92it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.06it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.15it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.89it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.03it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.88it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.03it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.12it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.19it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.94it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.07it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.16it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.92it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.05it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.15it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.90it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.04it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.13it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.92it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.05it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.14it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.88it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.03it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.13it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.88it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.03it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.13it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.20it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.91it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.05it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.14it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.89it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.03it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.13it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.88it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.03it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.13it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.92it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.05it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.15it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.90it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.93it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.09it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.86it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.32it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.90it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.62it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.87it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.87it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.16it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.02it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.60it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.00it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.28it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.70it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:08, 5.69it/s]
train: 1%| | 4/391 [00:00<00:23, 16.13it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.98it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.66it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.95it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.04it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.78it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.95it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.38it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.67it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.56it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.80it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.96it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.09it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.84it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.00it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.10it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.88it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.03it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.13it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.87it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.02it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.11it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.19it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.94it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.06it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.15it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.90it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.04it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.14it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.88it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.03it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.13it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.93it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.06it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.16it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.90it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.03it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.14it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.88it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.02it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.12it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.19it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.90it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.04it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.14it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.87it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.01it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.12it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.88it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.02it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.13it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.95it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.08it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.90it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.04it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.14it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.89it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.03it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.13it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.21it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.94it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.07it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.16it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.88it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.03it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.13it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.86it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.01it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.11it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.19it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.92it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.06it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.15it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.89it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.02it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.13it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.89it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.03it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.13it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.21it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.90it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.03it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.13it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.88it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.02it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.12it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.89it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.04it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.14it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.21it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.96it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.09it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.17it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.92it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.05it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.16it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.91it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.04it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.14it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.21it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.94it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.07it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.15it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.88it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.03it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.13it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.91it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.05it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.14it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.91it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.05it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.14it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.88it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.03it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.13it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.88it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.02it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.13it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.93it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.06it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.14it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.92it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.93it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.08it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.75it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.86it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.50it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.29it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.62it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.72it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.04it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.92it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.52it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.94it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.19it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.64it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.86it/s]
train: 1%| | 4/391 [00:00<00:23, 16.40it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.19it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.79it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.02it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.10it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.83it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.97it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.40it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.68it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.54it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.77it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.95it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.07it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.84it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.98it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.09it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.84it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.98it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.09it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.87it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.01it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.11it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.18it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.89it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.02it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.12it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.85it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.00it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.10it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.88it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.02it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.09it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.16it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.90it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.03it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.12it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.87it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.01it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.11it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.85it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.00it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.10it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.17it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.90it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.04it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.13it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.88it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.02it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.11it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.86it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.02it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.12it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.19it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.95it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.06it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.15it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.91it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.04it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.14it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.87it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.02it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.12it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.19it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.90it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.04it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.13it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.86it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.02it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.12it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.84it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 27.99it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.10it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.17it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.91it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.13it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.91it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.04it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.13it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.88it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.03it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.12it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.20it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.89it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.02it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.12it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.88it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.02it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.12it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.87it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.00it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.11it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.19it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.88it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.02it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.12it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.87it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.02it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.12it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.88it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.02it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.13it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.93it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.05it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.14it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.88it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.03it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.12it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.87it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.01it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.11it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.18it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.89it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.03it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.14it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.88it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.02it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.12it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.87it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.01it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.11it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.19it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.90it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 27.96it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.09it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.83it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.88it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.05it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.52it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.48it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.21it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.12it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.52it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.63it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.00it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.88it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.49it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.93it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.23it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.66it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.78it/s]
train: 1%| | 4/391 [00:00<00:23, 16.29it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.11it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.75it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.00it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.10it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.82it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.02it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.43it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.72it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.59it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.82it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.98it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.10it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.84it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.99it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.10it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.88it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.02it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.13it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.88it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.03it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.14it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.20it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.92it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.06it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.16it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.92it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.06it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.16it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.87it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.02it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.13it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.97it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.09it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.17it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.91it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.05it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.15it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.91it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.04it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.14it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.21it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.95it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.07it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.16it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.89it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.03it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.13it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.88it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.03it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.13it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.94it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.07it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.89it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.02it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.12it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.85it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 27.99it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.10it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.19it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.89it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.03it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.13it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.90it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.03it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.13it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.89it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.03it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.13it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.19it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.92it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.05it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.13it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.86it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.00it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.10it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.87it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.02it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.12it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.21it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.94it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.07it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.17it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.90it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.04it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.14it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.88it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.02it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.11it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.18it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.89it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.04it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.13it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.86it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.01it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.11it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.86it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.00it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.12it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.92it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.05it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.14it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.86it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.01it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.12it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.86it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.01it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.12it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.19it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.92it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.06it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.88it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.03it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.13it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.87it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.02it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.12it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.19it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.91it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.05it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.14it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.86it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.91it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.08it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.84it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.35it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.90it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.66it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.86it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.88it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.18it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.04it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.61it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.00it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.31it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.71it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.81it/s]
train: 1%| | 4/391 [00:00<00:23, 16.33it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.14it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.76it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.97it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.07it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.80it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.96it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.38it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.68it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.58it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.81it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.98it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.09it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.85it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.01it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.12it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.86it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.01it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.12it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.86it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.01it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.12it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.94it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.07it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.15it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.89it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.03it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.13it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.90it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.03it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.13it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.92it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.05it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.15it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.89it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.03it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.13it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.89it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.03it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.13it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.20it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.90it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.04it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.14it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.90it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.03it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.14it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.86it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.01it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.12it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.95it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.07it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.88it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.03it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.13it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.89it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.03it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.13it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.21it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.90it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.04it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.14it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.88it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.02it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.12it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.87it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.03it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.13it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.91it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.13it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.86it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.02it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.12it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.87it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.02it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.12it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.19it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.94it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.07it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.16it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.88it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.03it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.88it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.03it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.13it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.20it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.92it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.06it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.15it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.90it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.04it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.14it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.86it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.01it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.12it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.93it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.06it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.16it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.90it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.04it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.13it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.89it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.03it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.13it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.20it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.91it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.02it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.12it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.87it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.02it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.13it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.88it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.03it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.14it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.21it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.93it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.06it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.15it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.88it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.90it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.07it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.13it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.59it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.52it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.70it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.22it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.43it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.89it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.83it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.44it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.85it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.21it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.64it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:05, 5.92it/s]
train: 1%| | 4/391 [00:00<00:23, 16.47it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.25it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.85it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.08it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.15it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.85it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.99it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.41it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.70it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.56it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.80it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.97it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.08it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.83it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.99it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.10it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.86it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.01it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.12it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.88it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.03it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.12it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.20it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.92it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.06it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.15it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.90it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.04it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.14it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.91it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.05it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.14it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.21it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.94it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.06it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.15it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.90it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.03it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.13it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.87it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.02it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.13it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.20it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.93it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.06it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.15it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.89it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.03it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.12it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.87it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.02it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.12it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.19it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.91it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.05it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.15it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.90it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.04it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.13it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.87it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.02it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.11it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.18it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.91it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.05it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.14it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.90it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.03it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.12it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.86it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.01it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.11it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.19it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.93it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.05it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.14it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.87it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.02it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.13it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.88it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.02it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.12it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.20it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.90it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.05it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.14it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.88it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.03it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.88it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.01it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.12it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.19it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.91it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.04it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.14it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.89it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.02it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.12it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.88it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.02it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.13it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.94it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.07it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.16it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.90it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.04it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.14it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.90it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.04it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.13it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.90it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.05it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.14it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.91it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.05it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.14it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.93it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.06it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.15it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.21it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.91it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.05it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.14it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.89it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.92it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.07it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.69it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.94it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.57it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.35it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.64it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.72it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.05it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.94it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.53it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.92it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.25it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.68it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:13, 5.33it/s]
train: 1%| | 4/391 [00:00<00:24, 15.58it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.55it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.35it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.71it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.89it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.67it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.87it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.32it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.63it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.49it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.74it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.92it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.05it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.82it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.98it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.09it/s]
train: 13%|█▎ | 52/391 [00:02<00:12, 27.85it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 28.00it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.11it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.86it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.01it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.10it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.18it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.91it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.05it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.14it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.89it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.02it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.11it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.85it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.00it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.10it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.18it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.91it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.04it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.12it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.87it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.01it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.11it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.86it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.00it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.11it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.18it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.91it/s]
train: 35%|███▍ | 136/391 [00:05<00:09, 28.05it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.14it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.87it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.01it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.12it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.87it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.02it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.13it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.95it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.07it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.89it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.03it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.12it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.89it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.04it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.14it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.21it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.92it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.06it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.15it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.90it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.04it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.14it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.89it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.03it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.13it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.94it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.07it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.16it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.87it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.03it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.13it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.88it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.03it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.13it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.20it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.91it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.04it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.13it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.89it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.03it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.88it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.03it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.13it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.20it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.91it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.04it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.13it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.86it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.00it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.11it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.86it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.00it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.11it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.19it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.90it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.03it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.12it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.88it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.03it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.12it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.86it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.01it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.12it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.19it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.92it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.05it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.14it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.87it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.01it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.12it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.87it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.02it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.12it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.19it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.91it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.05it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.14it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.89it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.92it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.09it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.85it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.27it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.84it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.61it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.85it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.87it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.17it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.04it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.60it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.97it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.28it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.68it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.79it/s]
train: 1%| | 4/391 [00:00<00:23, 16.29it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.12it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.77it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.01it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.09it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.80it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.94it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.37it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.66it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.57it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.80it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.97it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.09it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.86it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.01it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.12it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.87it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.02it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.12it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.87it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.02it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.11it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.20it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.93it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.07it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.16it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.90it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.04it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.13it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.87it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.02it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.13it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.19it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.92it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.05it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.14it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.89it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.03it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.13it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.88it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.03it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.14it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.21it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.91it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.04it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.15it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.92it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.05it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.15it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.90it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.04it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.13it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.94it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.07it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.89it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.03it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.13it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.87it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.01it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.13it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.20it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.93it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.07it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.16it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.90it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.03it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.11it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.87it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.03it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.12it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.19it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.92it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.07it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.16it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.85it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.00it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.11it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.85it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.01it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.11it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.18it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.91it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.05it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.14it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.87it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.02it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.12it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.88it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.02it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.13it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.21it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.95it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.07it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.16it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.90it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.05it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.14it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.87it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.02it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.13it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.96it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.08it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.18it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.95it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.08it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.16it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.92it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.05it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.14it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.96it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.08it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.16it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.91it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.05it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.16it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.88it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.04it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.14it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.22it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.91it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.05it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.14it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.86it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.91it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.08it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.22it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.80it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.68it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.83it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.38it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.58it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.97it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.97it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.62it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.07it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.35it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:08, 5.68it/s]
train: 1%| | 4/391 [00:00<00:23, 16.13it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.98it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.66it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.91it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.03it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.77it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.94it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.38it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.68it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.56it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.80it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.97it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.08it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.85it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.00it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.11it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.85it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.01it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.12it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.84it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.00it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.11it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.19it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.89it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.03it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.13it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.88it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.02it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.12it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.85it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.01it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.11it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.19it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.92it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.06it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.15it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.89it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.03it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.14it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.90it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.04it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.14it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.21it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.94it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.06it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.16it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.88it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.03it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.13it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.88it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.03it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.13it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.94it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.07it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.89it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.04it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.14it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.88it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.03it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.13it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.20it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.91it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.04it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.14it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.87it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.02it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.13it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.88it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.03it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.12it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.91it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.05it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.15it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.89it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.03it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.15it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.92it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.05it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.15it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.22it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.96it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.08it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.17it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.88it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.02it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.86it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.01it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.12it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.18it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.90it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.04it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.14it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.85it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.01it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.12it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.87it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.02it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.13it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.92it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.06it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.16it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.88it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.03it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.14it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.87it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.02it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.12it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.20it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.91it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.05it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.89it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.04it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.14it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.90it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.04it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.14it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.21it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.94it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.06it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.16it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.91it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.93it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.09it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 7.07it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.48it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.56it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.73it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.29it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.48it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.89it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.84it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.51it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.93it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.22it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.65it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.75it/s]
train: 1%| | 4/391 [00:00<00:23, 16.24it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.07it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.71it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.98it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.08it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.80it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.94it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.38it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.67it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.56it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.80it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.98it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.09it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.86it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.01it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.12it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.87it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.02it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.13it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.87it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.01it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.12it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.20it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.93it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.06it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.15it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.90it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.04it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.14it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.87it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.01it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.12it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.93it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.06it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.15it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.90it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.04it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.14it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.87it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.02it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.12it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.20it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.90it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.04it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.14it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.89it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.03it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.13it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.86it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.01it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.10it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.19it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.93it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.06it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.15it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.90it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.05it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.14it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.87it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.02it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.11it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.18it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.90it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.03it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.14it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.88it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.03it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.13it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.88it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.03it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.13it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.19it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.93it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.07it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.16it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.87it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.03it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.13it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.87it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.02it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.13it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.20it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.93it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.06it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.15it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.88it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.02it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.89it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.03it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.14it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.21it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.94it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.07it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.16it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.91it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.05it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.14it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.93it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.06it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.16it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.23it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.96it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.09it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.18it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.89it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.03it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.13it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.87it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.02it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.13it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.94it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.07it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.16it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.89it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.04it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.14it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.89it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.03it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.14it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.22it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.94it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.07it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.16it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.90it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.95it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.10it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.81it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.21it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.75it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.54it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.86it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.94it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.29it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.14it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.73it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.11it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.37it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.89it/s]
train: 1%| | 4/391 [00:00<00:23, 16.45it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.24it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.84it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.05it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.13it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.85it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.00it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.42it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.70it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.58it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.82it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.98it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.09it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.82it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.99it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.10it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.85it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.01it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.12it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.87it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.02it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.12it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.19it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.91it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.06it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.15it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.89it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.03it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.13it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.88it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.03it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.13it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.19it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.91it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.04it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.14it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.88it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.03it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.13it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.86it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.01it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.11it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.18it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.91it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.04it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.13it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.87it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.02it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.12it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.85it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.00it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.10it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.19it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.91it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.05it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.15it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.92it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.06it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.17it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.91it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.04it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.15it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.21it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.92it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.06it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.15it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.90it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.04it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.14it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.90it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.04it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.14it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.21it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.94it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.07it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.17it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.89it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.03it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.14it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.86it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.01it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.12it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.10it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.86it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.01it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.12it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.87it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.02it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.88it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.03it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.13it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.20it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.93it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.06it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.16it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.90it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.05it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.14it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.90it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.05it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.14it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.22it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.92it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.05it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.15it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.90it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.04it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.15it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.90it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.04it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.14it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.93it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.06it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.89it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.04it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.14it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.89it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.03it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.14it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.21it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.94it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.07it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.16it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.88it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.92it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.07it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.65it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.85it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.56it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.40it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.75it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.84it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.23it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.12it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.74it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.18it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.51it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.85it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.81it/s]
train: 1%| | 4/391 [00:00<00:23, 16.32it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.13it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.77it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.01it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.11it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.82it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.96it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.38it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.68it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.55it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.81it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.98it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.10it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.84it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.00it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.11it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.86it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.01it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.11it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.86it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.01it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.11it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.19it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.92it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.05it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.15it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.90it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.04it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.13it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.88it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.02it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.12it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.19it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.93it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.06it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.16it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.89it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.04it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.14it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.89it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.03it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.13it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.20it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.93it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.06it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.15it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.87it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.01it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.10it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.83it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 27.99it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.10it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.17it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.90it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.04it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.13it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.86it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.01it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.12it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.83it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 27.98it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.09it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.17it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.91it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.05it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.15it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.91it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.04it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.14it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.91it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.05it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.15it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.21it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.93it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.07it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.16it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.89it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.03it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.13it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.87it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.02it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.13it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.20it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.92it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.04it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.15it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.89it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.03it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.86it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.01it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.11it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.19it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.92it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.05it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.15it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.90it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.04it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.14it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.87it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.01it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.11it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.19it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.94it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.07it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.16it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.91it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.05it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.14it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.89it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.04it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.13it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.96it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.08it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.17it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.90it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.03it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.13it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.90it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.04it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.14it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.21it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.93it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.05it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.14it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.88it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.91it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.08it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.44it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.42it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.15it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.01it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.44it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.57it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.98it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.92it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.53it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.96it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.27it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.69it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.85it/s]
train: 1%| | 4/391 [00:00<00:23, 16.36it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.16it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.78it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.05it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.11it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.83it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.97it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.40it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.68it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.57it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.80it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.97it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.09it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.83it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.99it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.10it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.85it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.01it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.11it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.83it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.98it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.10it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.18it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.91it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.04it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.15it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.87it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.02it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.12it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.87it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.02it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.13it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.92it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.05it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.15it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.89it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.03it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.13it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.86it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.01it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.12it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.20it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.95it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.07it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.16it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.88it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.02it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.11it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.87it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.02it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.12it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.19it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.91it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.05it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.15it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.86it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.03it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.12it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.85it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.00it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.11it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.18it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.94it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.07it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.16it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.91it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.05it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.14it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.87it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.02it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.11it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.19it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.91it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.14it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.86it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.01it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.11it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.85it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.00it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.11it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.19it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.92it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.05it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.15it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.87it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.02it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.12it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.87it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.01it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.12it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.19it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.90it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.05it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.15it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.87it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.01it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.11it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.87it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.02it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.12it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.94it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.06it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.16it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.89it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.02it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.13it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.87it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.02it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.12it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.20it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.93it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.06it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.90it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.04it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.13it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.87it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.02it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.12it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.19it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.91it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.06it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.15it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.88it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.91it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.07it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.72it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.03it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.60it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.42it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.77it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.85it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.22it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.10it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.71it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.06it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.39it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:08, 5.66it/s]
train: 1%| | 4/391 [00:00<00:24, 16.09it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.95it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.62it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.89it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.01it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.76it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.93it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.36it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.67it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.55it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.80it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.96it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.08it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.82it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.99it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.09it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.82it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.98it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.10it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.82it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.98it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.10it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.17it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.87it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.01it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.12it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.85it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.00it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.11it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.86it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.01it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.11it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.19it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.92it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.05it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.15it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.92it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.05it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.14it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.90it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.04it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.14it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.21it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.94it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.07it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.16it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.90it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.03it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.13it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.88it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.03it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.13it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.93it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.07it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.90it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.04it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.14it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.87it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.02it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.13it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.20it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.88it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.02it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.12it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.87it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.02it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.12it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.89it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.03it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.13it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.91it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.05it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.14it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.90it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.05it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.14it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.89it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.03it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.13it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.21it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.96it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.08it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.17it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.92it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.05it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.15it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.87it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.02it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.12it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.20it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.91it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.05it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.14it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.91it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.05it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.14it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.89it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.03it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.13it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.21it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.93it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.06it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.15it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.90it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.03it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.14it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.90it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.04it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.14it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.94it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.07it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.16it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.91it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.05it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.15it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.90it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.04it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.14it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.21it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.94it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.07it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.16it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.91it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.91it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.08it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.22it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.79it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.76it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.84it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.29it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.50it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.92it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.89it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.51it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.90it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.17it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.62it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:09, 5.64it/s]
train: 1%| | 4/391 [00:00<00:24, 16.06it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.93it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.61it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.90it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.02it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.74it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.94it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.37it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.67it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.52it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.77it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.94it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.07it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.81it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.99it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.10it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.84it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 28.00it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.12it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.85it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.00it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.11it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.19it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.92it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.06it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.15it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.87it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.02it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.13it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.88it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.03it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.13it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.21it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.92it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.05it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.15it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.89it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.02it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.13it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.88it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.03it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.14it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.21it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.93it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.06it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.15it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.88it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.03it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.13it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.90it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.04it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.14it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.93it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.07it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.91it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.05it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.15it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.88it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.03it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.12it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.19it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.90it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.05it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.14it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.89it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.03it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.13it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.85it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.01it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.12it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.21it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.95it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.08it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.16it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.90it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.03it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.14it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.89it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.03it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.13it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.22it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.93it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.07it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.16it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.88it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.03it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.88it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.03it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.13it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.20it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.90it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.04it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.13it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.87it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.02it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.13it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.89it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.03it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.13it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.21it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.94it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.07it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.16it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.87it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.02it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.13it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.86it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.01it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.11it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.20it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.93it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.06it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.90it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.03it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.14it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.91it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.04it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.14it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.21it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.91it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.05it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.15it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.89it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.91it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.07it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.18it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.67it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.65it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.75it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.31it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.50it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.90it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.84it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.50it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.93it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.22it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.66it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:13, 5.32it/s]
train: 1%| | 4/391 [00:00<00:24, 15.56it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.52it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.31it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.66it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.84it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.64it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.83it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.30it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.62it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.51it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.76it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.93it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.05it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.82it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.98it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.09it/s]
train: 13%|█▎ | 52/391 [00:02<00:12, 27.83it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.98it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.09it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.84it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.99it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.10it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.17it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.88it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.02it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.13it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.87it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.01it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.11it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.84it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.00it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.10it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.18it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.91it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.04it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.14it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.87it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.02it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.12it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.87it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.01it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.12it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.20it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.91it/s]
train: 35%|███▍ | 136/391 [00:05<00:09, 28.04it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.13it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.88it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.02it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.12it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.86it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.01it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.12it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.19it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.93it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.06it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.14it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.88it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.02it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.13it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.87it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.00it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.11it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.18it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.91it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.02it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.12it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.87it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.01it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.11it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.85it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.00it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.11it/s]
train: 56%|█████▋ | 220/391 [00:08<00:06, 28.18it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.89it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.03it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.13it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.84it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 27.99it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.10it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.80it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 27.96it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.07it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.16it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.86it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.00it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.10it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.85it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.00it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.10it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.84it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.99it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.10it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.17it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.88it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.02it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.12it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.85it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 27.99it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.09it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.85it/s]
train: 78%|███████▊ | 304/391 [00:11<00:03, 27.99it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.10it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.16it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.88it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.02it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.12it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.87it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.02it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.12it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.86it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.00it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.09it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.17it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.91it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.04it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.13it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.87it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.01it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.11it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.86it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.00it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.11it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.18it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.92it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.05it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.14it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.87it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.91it/s]
train: 99%|█████████▉| 388/391 [00:14<00:00, 28.07it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.53it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.68it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.54it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.52it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.78it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.84it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.21it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.04it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.66it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.08it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.32it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.72it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.91it/s]
train: 1%| | 4/391 [00:00<00:23, 16.47it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.25it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.84it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.06it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.14it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.85it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.97it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.39it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.69it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.57it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.81it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.97it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.09it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.83it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.99it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.09it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.84it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 28.00it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.10it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.86it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.01it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.12it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.19it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.90it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.03it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.13it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.90it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.04it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.13it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.88it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.03it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.13it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.92it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.05it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.15it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.90it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.04it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.14it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.85it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.00it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.11it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.19it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.91it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.05it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.14it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.86it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.01it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.12it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.87it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.01it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.12it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.19it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.91it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.05it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.14it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.87it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.02it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.12it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.88it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.03it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.13it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.20it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.92it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.05it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.15it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.90it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.04it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.14it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.88it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.01it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.13it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.95it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.07it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.16it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.89it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.03it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.13it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.90it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.03it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.14it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.20it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.92it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.06it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.15it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.90it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.05it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.14it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.87it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.02it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.12it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.19it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.90it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.04it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.14it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.87it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.02it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.13it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.89it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.03it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.13it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.19it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.93it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.06it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.15it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.89it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.03it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.13it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.85it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.01it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.12it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.19it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.90it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.04it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.13it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.85it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.00it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.11it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.86it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.00it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.11it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.19it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.90it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.04it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.14it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.87it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.92it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.08it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.77it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.13it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.71it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.49it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.79it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.86it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.17it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.07it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.67it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.05it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.34it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.76it/s]
train: 1%| | 4/391 [00:00<00:23, 16.24it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.07it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.71it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.97it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.08it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.81it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.96it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.38it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.66it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.55it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.80it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.98it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.11it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.84it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.01it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.11it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.85it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.00it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.11it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.84it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.00it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.11it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.20it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.90it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.03it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.13it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.87it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.02it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.13it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.87it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.02it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.13it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.21it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.96it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.09it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.18it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.91it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.06it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.16it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.89it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.04it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.15it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.22it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.98it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.09it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.18it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.92it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.06it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.16it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.88it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.04it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.14it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.93it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.07it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.86it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.03it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.14it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.90it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.04it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.14it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.22it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.91it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.05it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.16it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.89it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.03it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.13it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.88it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.04it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.14it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.21it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.94it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.07it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.16it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.91it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.05it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.15it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.90it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.05it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.15it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.22it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.94it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.07it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.17it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.92it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.05it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.16it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.91it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.05it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.15it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.20it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.92it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.06it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.15it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.90it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.04it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.16it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.93it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.06it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.16it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.22it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.92it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.06it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.16it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.88it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.03it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.13it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.87it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.02it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.12it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.92it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.08it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.17it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.91it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.06it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.16it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.90it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.05it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.16it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.23it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.93it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.06it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.16it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.88it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.92it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.09it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.99it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.23it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.37it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.56it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.16it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.40it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.83it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.78it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.43it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.88it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.22it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.64it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:11, 5.45it/s]
train: 1%| | 4/391 [00:00<00:24, 15.77it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.69it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.44it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.76it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.91it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.68it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.88it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.33it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.63it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.52it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.76it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.94it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.07it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.81it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.97it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.08it/s]
train: 13%|█▎ | 52/391 [00:02<00:12, 27.85it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.00it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.11it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.86it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.01it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.11it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.18it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.92it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.04it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.14it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.89it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.03it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.12it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.88it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.03it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.12it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.19it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.90it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.04it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.15it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.85it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.00it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.11it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.83it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.97it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.09it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.17it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.90it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.05it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.14it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.87it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.01it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.11it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.86it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.01it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.12it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.19it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.92it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.05it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.14it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.85it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.00it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.10it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.85it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.01it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.12it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.20it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.89it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.04it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.13it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.89it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.03it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.13it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.89it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.03it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.13it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.19it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.92it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.05it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.14it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.84it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 27.99it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.10it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.85it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.00it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.11it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.19it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.90it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.03it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.13it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.84it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.00it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.11it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.87it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.01it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.10it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.18it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.88it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.03it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.13it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.84it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 27.99it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.10it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.84it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 27.99it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.10it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.17it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.91it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.05it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.15it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.87it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.00it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.10it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.83it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 27.98it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.10it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.18it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.88it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.03it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.12it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.87it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.01it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.12it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.87it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.01it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.11it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.18it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.90it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.03it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.13it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.82it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.86it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.03it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.82it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.08it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.69it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.44it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.76it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.85it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.17it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.07it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.66it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.07it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.33it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.86it/s]
train: 1%| | 4/391 [00:00<00:23, 16.39it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.20it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.81it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.04it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.13it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.83it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.96it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.40it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.69it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.57it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.81it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.99it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.12it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.86it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.01it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.12it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.86it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.02it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.13it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.87it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.02it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.13it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.94it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.07it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.16it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.91it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.05it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.14it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.89it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.04it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.14it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.21it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.92it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.06it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.17it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.90it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.05it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.15it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.90it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.04it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.14it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.22it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.91it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.05it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.16it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.89it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.04it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.15it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.87it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.03it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.13it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.91it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.06it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.88it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.04it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.14it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.89it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.04it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.14it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.21it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.92it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.07it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.16it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.90it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.04it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.14it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.88it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.03it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.14it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.21it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.94it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.06it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.16it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.91it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.05it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.15it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.90it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.04it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.11it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.18it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.90it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.03it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.14it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.90it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.04it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.14it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.89it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.04it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.14it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.21it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.93it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.08it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.17it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.87it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.02it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.12it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.85it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.00it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.11it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.19it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.90it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.04it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.14it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.89it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.04it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.14it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.90it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.04it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.14it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.91it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.05it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.86it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.02it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.13it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.86it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.01it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.12it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.93it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.07it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.15it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.90it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.93it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.09it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 8.01it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.58it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 51.01it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.66it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.86it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.90it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.20it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.99it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.61it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.03it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.29it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.69it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:08, 5.66it/s]
train: 1%| | 4/391 [00:00<00:24, 16.10it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.97it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.64it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.92it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.04it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.78it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.90it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.34it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.64it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.52it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.77it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.94it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.07it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.83it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.99it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.09it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.84it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.99it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.10it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.82it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.98it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.10it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.18it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.90it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.04it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.14it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.85it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.00it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.11it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.85it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 27.99it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.08it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.17it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.91it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.05it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.14it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.86it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.01it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.12it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.82it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.98it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.09it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.17it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.91it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.05it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.15it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.86it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.01it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.12it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.83it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 27.99it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.09it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.18it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.86it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.01it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.12it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.87it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.02it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.13it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.87it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.01it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.12it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.19it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.92it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.06it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.15it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.87it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.02it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.12it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.87it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.02it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.13it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.90it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.14it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.86it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.01it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.12it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.87it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.02it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.13it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.19it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.93it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.05it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.15it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.90it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.03it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.87it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.02it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.12it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.19it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.90it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.04it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.13it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.86it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.01it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.12it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.86it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.01it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.12it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.19it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.91it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.04it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.14it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.89it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.03it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.13it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.87it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.01it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.11it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.18it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.92it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.05it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.86it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.01it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.12it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.85it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.00it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.11it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.17it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.90it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.04it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.15it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.91it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.93it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.09it/s]
train: 100%|██████████| 391/391 [00:14<00:00, 28.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.72it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.94it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.56it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.38it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.71it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.77it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.12it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.03it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.64it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.04it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.28it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.70it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:12, 5.36it/s]
train: 1%| | 4/391 [00:00<00:24, 15.63it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.58it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.35it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.71it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.89it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.67it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.86it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.31it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.62it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.55it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.78it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.96it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.08it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.82it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.97it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.09it/s]
train: 13%|█▎ | 52/391 [00:02<00:12, 27.83it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.98it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.09it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.84it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.99it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.10it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.18it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.89it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.03it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.13it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.87it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.02it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.12it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.84it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 27.99it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.10it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.17it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.93it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.04it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.14it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.86it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.01it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.11it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.86it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.01it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.12it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.19it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.91it/s]
train: 35%|███▍ | 136/391 [00:05<00:09, 28.04it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.14it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.89it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.03it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.13it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.87it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.01it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.11it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.18it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.89it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.03it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.13it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.84it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.00it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.10it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.86it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.00it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.10it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.18it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.89it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.03it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.13it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.87it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.02it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.13it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.88it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.01it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.11it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.19it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.90it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.14it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.87it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.01it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.11it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.87it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.01it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.12it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.19it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.89it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.03it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.13it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.85it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.01it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.10it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.83it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.99it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.10it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.18it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.88it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.02it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.12it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.86it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.01it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.09it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.84it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 27.99it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.09it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.16it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.86it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.00it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.11it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.84it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 27.98it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.10it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.84it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.00it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.10it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.17it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.87it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.00it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.10it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.86it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.00it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.10it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.87it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.01it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.11it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.19it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.91it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.05it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.15it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.88it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.92it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.08it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.81it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.17it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.74it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.52it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.82it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.86it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.20it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.06it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.61it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.02it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.34it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:09, 5.61it/s]
train: 1%| | 4/391 [00:00<00:24, 16.01it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.88it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.57it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.87it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.99it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.74it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.93it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.36it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.65it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.54it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.78it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.95it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.07it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.82it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.98it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.09it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.81it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.97it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.09it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.80it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.96it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.08it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.16it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.88it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.03it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.13it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.85it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.00it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.10it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.84it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.00it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.11it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.18it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.88it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.02it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.12it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.86it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.00it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.11it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.83it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.99it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.09it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.17it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.85it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.00it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.10it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.85it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.00it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.10it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.85it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.00it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.10it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.17it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.89it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.03it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.11it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.85it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.00it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.10it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.85it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.00it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.10it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.16it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.87it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.01it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.12it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.87it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.01it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.10it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.84it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 27.99it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.10it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.17it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.87it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.01it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.11it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.84it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 27.99it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.10it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.84it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 27.98it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.10it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.17it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.89it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.02it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.11it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.86it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.01it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.11it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.86it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.00it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.11it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.19it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.88it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.01it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.11it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.83it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 27.98it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.09it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.85it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.00it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.10it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.17it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.93it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.06it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.15it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.88it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.02it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.12it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.84it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 27.98it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.09it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.15it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.85it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.00it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.10it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.85it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 27.99it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.10it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.85it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.00it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.11it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.18it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.88it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.03it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.13it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.84it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.86it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.04it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.56it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.60it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.32it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.19it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.59it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.68it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.09it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.99it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.63it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.04it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.30it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.70it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:11, 5.43it/s]
train: 1%| | 4/391 [00:00<00:24, 15.76it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.69it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.45it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.77it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.92it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.69it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.90it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.35it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.66it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.55it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.80it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.96it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.09it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.85it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.01it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.12it/s]
train: 13%|█▎ | 52/391 [00:02<00:12, 27.85it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.01it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.12it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.85it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.02it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.12it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.20it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.89it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.03it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.14it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.89it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.03it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.14it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.86it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.01it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.11it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.18it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.88it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.04it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.14it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.89it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.03it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.14it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.86it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.02it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.14it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.21it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.93it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.06it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.15it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.89it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.04it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.15it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.89it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.04it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.14it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.94it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.07it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.88it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.03it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.13it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.86it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.00it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.11it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.20it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.93it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.06it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.15it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.91it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.05it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.14it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.86it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.01it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.12it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.93it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.06it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.15it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.87it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.02it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.13it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.89it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.04it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.14it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.20it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.92it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.05it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.16it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.89it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.03it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.86it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.01it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.11it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.18it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.90it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.05it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.15it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.87it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.01it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.12it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.87it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.03it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.14it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.21it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.90it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.04it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.13it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.85it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.01it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.12it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.87it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.02it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.11it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.19it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.92it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.06it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.16it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.88it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.02it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.12it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.87it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.02it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.13it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.94it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.07it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.16it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.91it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.93it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.09it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.91it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.46it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.99it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.67it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.93it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.98it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.31it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.14it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.71it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.10it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.40it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:05, 5.93it/s]
train: 1%| | 4/391 [00:00<00:23, 16.49it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.25it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.83it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.02it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.11it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.82it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.95it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.39it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.67it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.53it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.78it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.95it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.08it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.85it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.00it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.11it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.82it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.98it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.10it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.85it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.01it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.12it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.20it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.91it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.05it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.14it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.89it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.03it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.12it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.88it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.03it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.12it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.19it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.90it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.03it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.13it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.86it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.02it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.13it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.84it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.00it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.10it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.18it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.91it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.04it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.13it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.89it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.03it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.13it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.85it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.00it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.11it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.92it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.06it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.15it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.89it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.03it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.14it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.88it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.03it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.13it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.21it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.93it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.06it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.15it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.90it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.04it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.14it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.89it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.04it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.13it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.21it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.91it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.15it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.90it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.04it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.15it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.85it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.00it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.12it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.19it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.90it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.04it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.14it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.87it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.02it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.88it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.03it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.13it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.21it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.92it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.06it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.15it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.88it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.03it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.13it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.89it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.03it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.13it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.89it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.03it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.14it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.87it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.01it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.12it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.87it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.03it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.12it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.20it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.92it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.06it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.88it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.03it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.13it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.90it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.04it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.14it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.21it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.93it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.06it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.16it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.90it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.93it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.09it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.17it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.67it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.64it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.76it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.27it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.49it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.92it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.86it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.44it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.84it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.18it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.63it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:12, 5.39it/s]
train: 1%| | 4/391 [00:00<00:24, 15.66it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.61it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.37it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.73it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.89it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.66it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.86it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.32it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.63it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.51it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.76it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.94it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.05it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.80it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.97it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.09it/s]
train: 13%|█▎ | 52/391 [00:02<00:12, 27.82it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.98it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.09it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.85it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.99it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.10it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.18it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.91it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.04it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.13it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.86it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.01it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.11it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.84it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 27.99it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.09it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.16it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.90it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.03it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.13it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.85it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.00it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.11it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.86it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.00it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.11it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.19it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.89it/s]
train: 35%|███▍ | 136/391 [00:05<00:09, 28.03it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.13it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.84it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 27.99it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.11it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.85it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 27.99it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.11it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.18it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.90it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.03it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.13it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.85it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.00it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.11it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.84it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 27.99it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.10it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.17it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.93it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.06it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.15it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.87it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.01it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.11it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.84it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 27.99it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.10it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.17it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.91it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.14it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.85it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.00it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.10it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.85it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 27.99it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.08it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.16it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.87it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.01it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.10it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.83it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 27.97it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.07it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.84it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.99it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.10it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.17it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.88it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.02it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.10it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.84it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 27.99it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.09it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.82it/s]
train: 78%|███████▊ | 304/391 [00:11<00:03, 27.98it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.10it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.17it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.88it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.02it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.12it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.88it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.02it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.12it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.84it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 27.99it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.10it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.18it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.89it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.03it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.12it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.85it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.00it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.10it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.83it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 27.99it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.10it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.17it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.90it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.03it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.13it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.87it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.90it/s]
train: 99%|█████████▉| 388/391 [00:14<00:00, 28.07it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.61it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.74it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.42it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.28it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.66it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.74it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.10it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.04it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.65it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.05it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.34it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.71it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:08, 5.71it/s]
train: 1%| | 4/391 [00:00<00:23, 16.16it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.00it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.67it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.92it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.03it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.77it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.93it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.35it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.65it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.54it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.77it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.94it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.05it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.79it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.95it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.07it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.79it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.95it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.08it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.81it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.97it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.09it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.17it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.88it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.02it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.12it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.86it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.00it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.10it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.86it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.02it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.11it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.18it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.91it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.05it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.13it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.87it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.02it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.12it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.83it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.98it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.09it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.17it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.90it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.03it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.12it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.86it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.00it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.10it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.85it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.00it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.11it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.18it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.91it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.05it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.15it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.89it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.03it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.13it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.88it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.02it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.12it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.19it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.87it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.01it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.10it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.84it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.00it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.12it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.82it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 27.98it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.10it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.18it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.91it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.13it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.85it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.01it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.12it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.86it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.01it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.10it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.18it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.90it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.03it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.13it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.83it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 27.99it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.09it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.82it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.97it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.06it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.13it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.86it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.00it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.10it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.84it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 27.99it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.10it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.83it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 27.99it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.09it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.16it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.89it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.03it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.12it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.84it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.00it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.10it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.86it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.01it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.12it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.19it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.91it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.04it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.14it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.88it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.02it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.11it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.88it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.01it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.12it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.19it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.88it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.02it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.12it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.83it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.87it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.04it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.82it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.21it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.84it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.57it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.88it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.86it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.17it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.04it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.62it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.96it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.30it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.71it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:05, 5.91it/s]
train: 1%| | 4/391 [00:00<00:23, 16.47it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.25it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.85it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.09it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.16it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.86it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.98it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.41it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.70it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.55it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.80it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.98it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.10it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.85it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.01it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.12it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.88it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.03it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.13it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.86it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.01it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.13it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.95it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.08it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.17it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.91it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.06it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.16it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.87it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.02it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.13it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.21it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.91it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.05it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.16it/s]
train: 29%|██▊ | 112/391 [00:04<00:09, 27.90it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.04it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.14it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.88it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.02it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.12it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.20it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.90it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.03it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.13it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.85it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.01it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.13it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.86it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.01it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.12it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.89it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.03it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.13it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.86it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.01it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.12it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.86it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.01it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.11it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.19it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.90it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.04it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.14it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.86it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.02it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.12it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.87it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.02it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.13it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.90it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.14it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.86it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.02it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.13it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.88it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.03it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.13it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.20it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.92it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.06it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.16it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.87it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.02it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.86it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.01it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.13it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.20it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.90it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.04it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.14it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.89it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.04it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.15it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.87it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.01it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.11it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.19it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.90it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.04it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.14it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.85it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.00it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.12it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.87it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.02it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.13it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.20it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.92it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.05it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.87it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.01it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.13it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.87it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.02it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.12it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.92it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.06it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.15it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.87it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.92it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.07it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.72it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.04it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.61it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.45it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.78it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.84it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.14it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.99it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.60it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.00it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.28it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.68it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:08, 5.72it/s]
train: 1%| | 4/391 [00:00<00:23, 16.19it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.03it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.69it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.96it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.06it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.80it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.93it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.36it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.67it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.55it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.80it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.96it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.08it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.81it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.97it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.09it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.82it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.98it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.10it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.83it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.99it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.11it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.19it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.91it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.06it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.15it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.86it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.01it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.12it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.84it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.00it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.11it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.19it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.86it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.01it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.12it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.83it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 27.99it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.10it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.84it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.00it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.10it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.19it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.92it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.05it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.14it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.89it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.03it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.13it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.87it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.02it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.13it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.92it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.06it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.15it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.87it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.01it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.12it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.87it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.02it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.11it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.19it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.89it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.03it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.13it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.84it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.00it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.11it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.85it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.00it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.12it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.19it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.92it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.06it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.15it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.87it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.01it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.12it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.87it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.00it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.10it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.19it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.87it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.02it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.12it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.85it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.00it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.11it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.83it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.00it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.10it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.18it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.88it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.02it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.12it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.88it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.02it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.13it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.86it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.01it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.12it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.19it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.89it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.02it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.13it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.85it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.00it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.11it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.87it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.01it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.11it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.20it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.92it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.06it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.14it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.89it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.03it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.13it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.86it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.01it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.12it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.90it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.05it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.14it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.87it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.91it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.07it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.92it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.01it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.14it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.38it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.01it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.26it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.74it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.70it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.37it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.81it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.17it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.62it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:05, 5.92it/s]
train: 1%| | 4/391 [00:00<00:23, 16.46it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.24it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.84it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.04it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.12it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.82it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.94it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.37it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.66it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.52it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.77it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.94it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.07it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.83it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.98it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.08it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.81it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.97it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.09it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.80it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.96it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.07it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.16it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.89it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.03it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.13it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.87it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 27.99it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.09it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.81it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 27.97it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.08it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.16it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.86it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.01it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.11it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.83it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 27.97it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.08it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.81it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.97it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.08it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.15it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.86it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.00it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.10it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.83it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 27.98it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.09it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.82it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 27.98it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.09it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.17it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.90it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.03it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.13it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.83it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 27.99it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.09it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.83it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 27.99it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.08it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.14it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.88it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.01it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.12it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.87it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 27.99it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.10it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.84it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 27.99it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.09it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.16it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.86it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.00it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.10it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.85it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 27.99it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.10it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.82it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 27.98it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.09it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.16it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.90it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.03it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.11it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.84it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 27.99it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.09it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.83it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.99it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.10it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.18it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.90it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.04it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.14it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.89it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.02it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.12it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.84it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 27.98it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.09it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.16it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.83it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 27.98it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.10it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.84it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 27.98it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.09it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.82it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 27.97it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.08it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.16it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.88it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.02it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.12it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.84it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 27.99it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.10it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.83it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 27.99it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.09it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.16it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.84it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 27.99it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.09it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.84it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.85it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.03it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.61it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.70it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.42it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.28it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.66it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.79it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.18it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.07it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.63it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.07it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.36it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.89it/s]
train: 1%| | 4/391 [00:00<00:23, 16.43it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.21it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.80it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.02it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.10it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.83it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.94it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.36it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.66it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.52it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.76it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.94it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.07it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.80it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.97it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.09it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.84it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.99it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.10it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.86it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.01it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.11it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.19it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.92it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.05it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.14it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.86it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.00it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.12it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.83it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 27.99it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.10it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.18it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.90it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.04it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.13it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.84it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 27.99it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.09it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.83it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.98it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.09it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.16it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.85it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.01it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.10it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.85it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.00it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.10it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.83it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 27.98it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.09it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.16it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.84it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.00it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.11it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.86it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.00it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.10it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.85it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.00it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.12it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.19it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.92it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.05it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.14it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.88it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.03it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.13it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.84it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 27.99it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.10it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.17it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.89it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.02it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.12it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.86it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.00it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.12it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.85it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.00it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.09it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.16it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.89it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.03it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.13it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.88it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.03it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.12it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.84it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.99it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.10it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.18it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.90it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.01it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.10it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.83it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 27.98it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.09it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.86it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.01it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.11it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.18it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.88it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.02it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.13it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.87it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.03it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.13it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.85it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.00it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.11it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.19it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.88it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.02it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.12it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.84it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 27.99it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.11it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.84it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.00it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.11it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.92it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.06it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.15it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.87it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.89it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.05it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.96it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.51it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 51.00it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.63it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.89it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.92it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.24it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.09it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.66it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.07it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.36it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.74it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.81it/s]
train: 1%| | 4/391 [00:00<00:23, 16.32it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.14it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.77it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.01it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.10it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.81it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.95it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.40it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.70it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.57it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.82it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.99it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.11it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.84it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.01it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.13it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.87it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.02it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.14it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.87it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.03it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.13it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.90it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.05it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.15it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.88it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.03it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.13it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.86it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.01it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.12it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.91it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.05it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.16it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.89it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.05it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.16it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.88it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.02it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.13it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.21it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.93it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.06it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.16it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.88it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.04it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.15it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.86it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.02it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.14it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.93it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.07it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.88it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.03it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.14it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.86it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.00it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.12it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.20it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.91it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.05it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.15it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.91it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.05it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.15it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.86it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.02it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.14it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.22it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.97it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.10it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.19it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.93it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.07it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.16it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.86it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.01it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.12it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.20it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.92it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.07it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.17it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.89it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.03it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.14it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.88it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.03it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.13it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.20it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.92it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.07it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.15it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.88it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.02it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.14it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.86it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.03it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.14it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.21it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.92it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.07it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.16it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.89it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.04it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.14it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.87it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.00it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.13it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.95it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.09it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.18it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.92it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.05it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.16it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.88it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.02it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.14it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.95it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.09it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.18it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.89it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.93it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.09it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.83it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.26it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.80it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.55it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.82it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.91it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.19it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.03it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.65it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.04it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.36it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:08, 5.70it/s]
train: 1%| | 4/391 [00:00<00:23, 16.14it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.98it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.64it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.88it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.01it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.76it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.93it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.36it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.65it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.52it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.77it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.95it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.07it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.81it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.97it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.08it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.84it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.99it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.10it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.85it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.00it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.11it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.19it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.91it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.05it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.14it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.85it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.01it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.13it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.87it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.01it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.11it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.18it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.92it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.04it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.15it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.86it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.01it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.12it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.85it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.01it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.12it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.19it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.89it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.05it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.14it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.83it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.00it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.11it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.86it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.02it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.12it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.19it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.89it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.04it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.14it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.85it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.01it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.09it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.80it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 27.97it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.10it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.18it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.90it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.05it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.15it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.89it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.03it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.13it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.88it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.03it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.13it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.21it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.90it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.03it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.13it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.87it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.02it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.12it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.85it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.02it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.12it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.19it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.90it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.04it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.14it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.82it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 27.99it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.10it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.84it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.99it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.10it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.18it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.88it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.03it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.13it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.86it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.00it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.11it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.86it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.01it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.11it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.18it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.88it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.02it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.13it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.84it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.00it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.10it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.87it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.01it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.11it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.19it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.90it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.04it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.14it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.88it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.02it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.13it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.87it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.01it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.13it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.91it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.04it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.14it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.86it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.90it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.06it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.90it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.47it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.94it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.66it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.87it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.87it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.19it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.04it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.62it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.98it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.24it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.69it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.78it/s]
train: 1%| | 4/391 [00:00<00:23, 16.25it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.08it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.72it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.97it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.07it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.79it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.91it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.34it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.66it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.54it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.80it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.96it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.09it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.82it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.99it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.09it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.85it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.00it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.11it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.83it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.99it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.10it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.17it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.88it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.02it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.12it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.83it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 27.99it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.10it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.83it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 27.98it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.10it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.18it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.91it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.04it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.14it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.86it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.01it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.12it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.83it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.99it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.10it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.18it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.92it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.05it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.15it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.85it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 27.99it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.09it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.82it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 27.97it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.08it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.16it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.88it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.02it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.11it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.84it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 27.99it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.10it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.85it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.01it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.12it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.19it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.90it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.04it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.14it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.89it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.03it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.13it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.85it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 27.99it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.10it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.18it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.89it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.03it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.13it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.86it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.01it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.11it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.83it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 27.99it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.10it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.17it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.92it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.05it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.15it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.89it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.03it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.14it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.86it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.01it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.12it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.19it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.92it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.05it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.15it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.87it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.01it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.11it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.84it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 27.99it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.11it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.18it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.89it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.03it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.13it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.85it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.00it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.11it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.85it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.00it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.12it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.19it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.88it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.02it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.13it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.85it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.00it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.11it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.86it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.01it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.12it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.19it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.93it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.06it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.15it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.86it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.90it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.07it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.70it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.99it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.61it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.43it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.73it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.84it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.17it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.05it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.67it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.06it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.37it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:09, 5.65it/s]
train: 1%| | 4/391 [00:00<00:24, 16.08it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.95it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.62it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.89it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.02it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.76it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.92it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.37it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.68it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.57it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.80it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.98it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.10it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.86it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.00it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.11it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.84it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.99it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.11it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.87it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.02it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.12it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.19it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.87it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.03it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.14it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.87it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.03it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.13it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.88it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.02it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.13it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.22it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.94it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.08it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.17it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.89it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.03it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.14it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.88it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.02it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.13it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.20it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.90it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.05it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.14it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.86it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.02it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.14it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.88it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.01it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.13it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.90it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.04it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.13it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.83it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 27.99it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.11it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.85it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.00it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.12it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.20it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.90it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.04it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.14it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.86it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.02it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.12it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.84it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 27.99it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.10it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.17it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.88it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.03it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.13it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.86it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.01it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.12it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.86it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.01it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.12it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.20it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.90it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.05it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.14it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.85it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.00it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.87it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.03it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.13it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.19it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.91it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.04it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.14it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.86it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.02it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.12it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.86it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.01it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.12it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.90it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.04it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.14it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.88it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.03it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.12it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.87it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.02it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.13it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.20it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.93it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.06it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.87it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.02it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.12it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.87it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.03it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.14it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.22it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.92it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.05it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.15it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.89it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.93it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.09it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.71it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.95it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.50it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.25it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.63it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.74it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.14it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.02it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.63it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.01it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.28it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.70it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.82it/s]
train: 1%| | 4/391 [00:00<00:23, 16.35it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.16it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.78it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.01it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.10it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.82it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.97it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.39it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.70it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.56it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.80it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.96it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.08it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.83it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.99it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.10it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.83it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.99it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.11it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.87it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.01it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.13it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.92it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.06it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.15it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.90it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.04it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.14it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.86it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.02it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.13it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.93it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.06it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.15it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.88it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.03it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.14it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.87it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.02it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.12it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.21it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.93it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.07it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.16it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.87it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.02it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.11it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.87it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.02it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.12it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.19it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.89it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.03it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.13it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.88it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.03it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.14it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.85it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.00it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.11it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.19it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.90it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.03it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.13it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.88it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.03it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.14it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.88it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.03it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.13it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.19it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.89it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.14it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.85it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.00it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.11it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.84it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.00it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.11it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.19it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.91it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.05it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.14it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.86it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.01it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.80it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.97it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.09it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.19it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.90it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.03it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.14it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.87it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.03it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.13it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.85it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.00it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.12it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.21it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.91it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.04it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.14it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.85it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.01it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.11it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.85it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.00it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.11it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.20it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.89it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.04it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.14it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.85it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.01it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.12it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.85it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.01it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.12it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.89it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.03it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.13it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.85it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.89it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.07it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.19it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.67it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.58it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.73it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.28it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.47it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.91it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.88it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.49it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.92it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.22it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.66it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.90it/s]
train: 1%| | 4/391 [00:00<00:23, 16.46it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.24it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.84it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.04it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.13it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.84it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 27.00it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.42it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.71it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.55it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.80it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.97it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.10it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.84it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.01it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.11it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.84it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.01it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.12it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.86it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.01it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.13it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.22it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.92it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.06it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.16it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.88it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.03it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.14it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.88it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.03it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.14it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.21it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.93it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.06it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.16it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.88it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.01it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.13it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.85it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.00it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.12it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.21it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.92it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.06it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.15it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.85it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.01it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.12it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.87it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.03it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.13it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.91it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.06it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.91it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.06it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.16it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.90it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.04it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.14it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.22it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.91it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.05it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.15it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.88it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.03it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.13it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.87it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.03it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.14it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.21it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.91it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.05it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.15it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.88it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.03it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.14it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.87it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.03it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.14it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.21it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.90it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.04it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.14it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.90it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.05it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.15it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.89it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.05it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.16it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.22it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.91it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.05it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.15it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.85it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.02it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.13it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.85it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.02it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.12it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.21it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.90it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.05it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.14it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.86it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.01it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.12it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.84it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.01it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.13it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.90it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.05it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.90it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.04it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.15it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.90it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.05it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.15it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.22it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.95it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.08it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.17it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.91it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.94it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.10it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 8.06it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.77it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 51.19it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.81it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 60.01it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 62.02it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.30it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.09it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.69it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.04it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.30it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.72it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.86it/s]
train: 1%| | 4/391 [00:00<00:23, 16.39it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.19it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.79it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.00it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.09it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.81it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.95it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.38it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.68it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.53it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.78it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.96it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.08it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.82it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.99it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.10it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.85it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 28.00it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.12it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.83it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.99it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.10it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.17it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.90it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.04it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.13it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.86it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 27.99it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.10it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.81it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 27.97it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.08it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.17it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.86it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.01it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.12it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.84it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.00it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.11it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.84it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.98it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.09it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.17it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.89it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.03it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.13it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.88it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.02it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.13it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.86it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.01it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.13it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.19it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.89it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.03it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.12it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.85it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.00it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.11it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.85it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.00it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.10it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.19it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.89it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.03it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.13it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.86it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.00it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.11it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.83it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 27.99it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.10it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.18it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.90it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.15it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.87it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.02it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.13it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.86it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.01it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.11it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.19it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.93it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.05it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.14it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.87it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.02it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.84it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.99it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.11it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.19it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.92it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.06it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.15it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.91it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.05it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.15it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.88it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.03it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.13it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.95it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.06it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.15it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.89it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.02it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.12it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.87it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.02it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.12it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.20it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.89it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.04it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.14it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.85it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.00it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.12it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.87it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.02it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.12it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.19it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.92it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.05it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.14it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.84it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.89it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.06it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.66it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.84it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.47it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.30it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.60it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.71it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.09it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.98it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.59it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.02it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.37it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:10, 5.52it/s]
train: 1%| | 4/391 [00:00<00:24, 15.86it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.77it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.49it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.81it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.96it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.72it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.91it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.36it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.66it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.54it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.80it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.97it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.09it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.84it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.99it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.10it/s]
train: 13%|█▎ | 52/391 [00:02<00:12, 27.83it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.01it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.11it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.85it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.01it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.11it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.20it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.91it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.04it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.15it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.88it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.02it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.13it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.86it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.02it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.13it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.21it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.91it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.06it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.16it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.89it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.04it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.16it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.89it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.03it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.14it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.21it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.92it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.06it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.16it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.90it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.04it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.14it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.87it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.03it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.13it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.90it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.04it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.14it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.89it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.03it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.12it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.86it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.01it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.11it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.19it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.90it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.03it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.13it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.86it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.01it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.12it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.86it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.01it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.12it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.90it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.14it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.88it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.03it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.14it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.86it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.00it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.11it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.20it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.92it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.05it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.15it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.90it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.04it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.85it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.01it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.12it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.19it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.91it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.05it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.15it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.88it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.03it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.13it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.87it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.02it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.12it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.85it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 27.99it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.11it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.84it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 27.99it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.10it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.84it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.00it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.10it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.18it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.92it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.05it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.16it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.89it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.05it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.13it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.83it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 27.98it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.10it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.18it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.91it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.04it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.14it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.85it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.90it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.07it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.63it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.75it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.40it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.24it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.64it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.75it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.13it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.00it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.60it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.02it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.36it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.74it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:11, 5.43it/s]
train: 1%| | 4/391 [00:00<00:24, 15.74it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.69it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.44it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.76it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.93it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.69it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.87it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.33it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.65it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.52it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.78it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.95it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.09it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.85it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.02it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.12it/s]
train: 13%|█▎ | 52/391 [00:02<00:12, 27.85it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.01it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.11it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.84it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.00it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.11it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.20it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.90it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.05it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.15it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.89it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.03it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.14it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.86it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.02it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.12it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.21it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.93it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.06it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.15it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.88it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.03it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.13it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.87it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.02it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.13it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.21it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.93it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.06it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.16it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.90it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.05it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.15it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.87it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.02it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.13it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.95it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.08it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.17it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.88it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.03it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.14it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.86it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.01it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.12it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.20it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.93it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.06it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.16it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.90it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.04it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.11it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.84it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.01it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.12it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.19it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.91it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.05it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.15it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.90it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.04it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.15it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.87it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.03it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.13it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.21it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.92it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.06it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.16it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.87it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.03it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.14it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.88it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.03it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.14it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.21it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.91it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.05it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.16it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.89it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.04it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.14it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.87it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.02it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.12it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.92it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.06it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.15it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.89it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.05it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.14it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.88it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.03it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.14it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.94it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.08it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.17it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.89it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.04it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.14it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.88it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.03it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.13it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.21it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.93it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.07it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.17it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.89it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.92it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.09it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.93it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.45it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.98it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.68it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.86it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.92it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.22it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.08it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.66it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.06it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.32it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.73it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.77it/s]
train: 1%| | 4/391 [00:00<00:23, 16.27it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.10it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.73it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.96it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.06it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.79it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.93it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.37it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.66it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.53it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.78it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.95it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.07it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.81it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.97it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.10it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.79it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.96it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.07it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.83it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.98it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.10it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.18it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.89it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.04it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.13it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.88it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.03it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.12it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.86it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.02it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.12it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.19it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.89it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.03it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.13it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.86it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.01it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.12it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.84it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.00it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.10it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.19it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.89it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.02it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.13it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.84it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 27.99it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.09it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.86it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.01it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.11it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.19it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.86it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.02it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.13it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.84it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 27.98it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.09it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.83it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 27.99it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.09it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.18it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.89it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.03it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.12it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.85it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.00it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.11it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.85it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.01it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.12it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.90it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.03it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.13it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.89it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.02it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.12it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.84it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.00it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.10it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.18it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.89it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.03it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.14it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.85it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.00it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.10it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.83it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.99it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.11it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.18it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.89it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.04it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.13it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.85it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.00it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.11it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.83it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 27.99it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.09it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.17it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.88it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.02it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.12it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.86it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.00it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.10it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.80it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 27.98it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.09it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.18it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.88it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.03it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.13it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.85it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.01it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.11it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.86it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.01it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.11it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.18it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.87it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.01it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.11it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.84it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.88it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.05it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.90it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.76it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.38it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.21it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.57it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.66it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.01it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.88it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.47it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.94it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.24it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.66it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:08, 5.67it/s]
train: 1%| | 4/391 [00:00<00:24, 16.11it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.96it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.63it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.86it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.99it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.73it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.88it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.33it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.64it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.50it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.75it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.92it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.05it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.80it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.97it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.07it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.77it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.94it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.05it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.80it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.96it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.08it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.17it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.89it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.02it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.13it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.85it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.00it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.11it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.83it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 27.99it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.10it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.18it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.86it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.01it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.11it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.86it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.01it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.12it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.84it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.99it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.11it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.19it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.91it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.04it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.14it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.87it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.01it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.12it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.82it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 27.99it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.10it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.18it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.87it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.02it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.12it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.85it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.00it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.11it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.83it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 27.99it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.10it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.18it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.89it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.04it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.14it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.86it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.01it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.12it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.84it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 27.99it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.10it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.18it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.88it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.03it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.13it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.84it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 27.99it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.10it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.85it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.00it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.11it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.19it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.89it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.03it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.13it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.86it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.00it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.12it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.84it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.00it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.10it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.18it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.91it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.05it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.14it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.88it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.03it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.13it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.88it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.02it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.12it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.19it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.89it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.03it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.14it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.85it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.01it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.12it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.87it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.02it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.12it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.20it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.92it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.05it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.14it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.87it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.02it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.13it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.85it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.01it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.12it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.19it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.89it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.03it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.13it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.85it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.90it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.07it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.92it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.36it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.92it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.62it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.88it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.92it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.23it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.13it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.70it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.11it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.40it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.84it/s]
train: 1%| | 4/391 [00:00<00:23, 16.36it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.15it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.77it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.96it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.06it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.77it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.95it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.37it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.66it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.49it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.75it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.93it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.05it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.79it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.95it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.07it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.80it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.96it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.07it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.83it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.98it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.09it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.17it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.87it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.01it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.11it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.84it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 27.99it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.10it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.84it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 27.99it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.09it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.17it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.88it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.02it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.12it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.86it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.00it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.11it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.86it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.00it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.11it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.18it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.89it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.02it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.12it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.87it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.01it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.11it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.85it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.00it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.11it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.18it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.86it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.01it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.11it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.85it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.00it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.10it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.85it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.00it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.10it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.18it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.87it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.02it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.11it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.83it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 27.98it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.09it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.80it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 27.97it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.08it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.16it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.87it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.01it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.11it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.85it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.00it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.11it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.82it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 27.97it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.08it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.17it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.87it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.01it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.11it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.82it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 27.98it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.09it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.82it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.98it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.09it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.18it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.85it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.01it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.11it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.86it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.00it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.07it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.82it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 27.99it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.10it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.17it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.89it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.02it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.12it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.84it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 27.99it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.10it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.83it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 27.99it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.11it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.19it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.88it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.03it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.13it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.87it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.01it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.11it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.84it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 27.99it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.11it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.18it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.90it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.04it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.14it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.85it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.89it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.06it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.69it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.91it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.58it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.40it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.75it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.84it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.15it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.09it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.73it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.14it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.41it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.79it/s]
train: 1%| | 4/391 [00:00<00:23, 16.29it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.11it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.74it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.96it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.06it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.80it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.94it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.38it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.68it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.52it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.77it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.95it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.08it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.81it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.97it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.10it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.82it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.98it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.10it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.84it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.00it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.11it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.19it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.89it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.04it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.14it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.86it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.02it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.13it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.88it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.02it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.13it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.21it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.94it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.07it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.15it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.88it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.03it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.13it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.88it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.02it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.13it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.20it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.89it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.04it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.15it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.87it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.01it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.12it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.85it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.01it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.12it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.91it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.06it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.89it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.03it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.14it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.86it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.01it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.12it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.19it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.90it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.04it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.15it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.86it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.02it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.14it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.86it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.01it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.13it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.21it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.90it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.14it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.89it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.04it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.15it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.88it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.03it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.14it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.21it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.92it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.05it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.14it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.89it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.03it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.85it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.00it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.12it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.20it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.92it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.05it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.15it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.87it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.01it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.12it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.85it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.00it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.11it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.19it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.90it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.04it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.15it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.89it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.03it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.14it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.89it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.04it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.14it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.91it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.05it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.86it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.02it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.13it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.85it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.00it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.12it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.91it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.05it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.13it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.88it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.91it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.07it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.88it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.38it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.91it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.61it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.89it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.92it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.22it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.06it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.64it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.04it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.38it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:05, 5.92it/s]
train: 1%| | 4/391 [00:00<00:23, 16.49it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.26it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.85it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.04it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.12it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.84it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.94it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.37it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.68it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.51it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.78it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.97it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.09it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.78it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.96it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.09it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.85it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 28.00it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.11it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.88it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.02it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.12it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.94it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.07it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.16it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.90it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.04it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.14it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.84it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.00it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.11it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.19it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.86it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.01it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.14it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.87it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.02it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.12it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.84it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.00it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.10it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.19it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.88it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.02it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.13it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.85it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.01it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.11it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.86it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.01it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.12it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.19it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.89it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.03it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.13it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.88it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.02it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.13it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.87it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.03it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.13it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.20it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.93it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.06it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.15it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.83it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 27.99it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.10it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.83it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.00it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.12it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.92it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.05it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.15it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.88it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.02it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.12it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.82it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 27.98it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.10it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.19it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.89it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.03it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.12it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.83it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 27.98it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.08it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.82it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.99it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.11it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.19it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.90it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.04it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.14it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.88it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.03it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.13it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.85it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.00it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.12it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.19it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.89it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.04it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.14it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.86it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.01it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.13it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.85it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.01it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.13it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.20it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.91it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.05it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.14it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.88it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.03it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.14it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.89it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.04it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.14it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.21it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.94it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.07it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.17it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.91it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.94it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.09it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.78it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.10it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.66it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.47it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.81it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.84it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.16it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.03it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.63it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.02it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.31it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.71it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.88it/s]
train: 1%| | 4/391 [00:00<00:23, 16.42it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.21it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.82it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.00it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.10it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.82it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.94it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.38it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.69it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.53it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.79it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.95it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.09it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.82it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.99it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.10it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.83it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.00it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.11it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.84it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.00it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.11it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.20it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.89it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.04it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.14it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.87it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.03it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.13it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.86it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.01it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.13it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.21it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.94it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.07it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.16it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.88it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.02it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.13it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.85it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.01it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.13it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.20it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.90it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.03it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.15it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.86it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.03it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.14it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.86it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.02it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.13it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.91it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.06it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.17it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.88it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.04it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.15it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.86it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.01it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.13it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.21it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.92it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.06it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.16it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.88it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.03it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.14it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.87it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.01it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.12it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.90it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.15it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.87it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.02it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.13it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.87it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.03it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.14it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.21it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.94it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.08it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.17it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.91it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.05it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.15it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.87it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.01it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.12it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.19it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.91it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.06it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.16it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.85it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.01it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.12it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.84it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.00it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.11it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.87it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.03it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.14it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.86it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.02it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.13it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.85it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.00it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.11it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.20it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.90it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.04it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.86it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.03it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.14it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.87it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.03it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.13it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.91it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.05it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.15it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.87it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.91it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.08it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.84it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.15it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.71it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.49it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.81it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.87it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.23it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.15it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.75it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.14it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.41it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.80it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:12, 5.38it/s]
train: 1%| | 4/391 [00:00<00:24, 15.66it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.61it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.39it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.72it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.89it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.67it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.87it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.33it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.64it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.51it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.77it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.96it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.08it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.81it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.97it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.08it/s]
train: 13%|█▎ | 52/391 [00:02<00:12, 27.84it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.99it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.10it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.83it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.99it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.09it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.17it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.86it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.01it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.11it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.82it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 27.98it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.09it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.82it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 27.98it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.09it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.17it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.88it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.03it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.12it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.84it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 27.99it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.09it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.85it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.01it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.12it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.19it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.88it/s]
train: 35%|███▍ | 136/391 [00:05<00:09, 28.03it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.12it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.85it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 27.99it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.10it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.83it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 27.99it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.11it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.19it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.90it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.04it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.13it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.84it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 27.99it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.10it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.83it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 27.99it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.10it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.18it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.90it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.03it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.13it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.87it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.01it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.12it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.85it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.01it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.09it/s]
train: 56%|█████▋ | 220/391 [00:08<00:06, 28.16it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.87it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.02it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.11it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.85it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 27.96it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.06it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.83it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 27.98it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.09it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.17it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.87it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.01it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.11it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.84it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 27.99it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.09it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.83it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.98it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.09it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.17it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.90it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.04it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.13it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.87it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.01it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.12it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.84it/s]
train: 78%|███████▊ | 304/391 [00:11<00:03, 27.99it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.10it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.18it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.88it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.02it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.12it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.84it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 27.98it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.10it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.81it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 27.97it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.08it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.16it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.87it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.01it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.11it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.83it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 27.98it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.09it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.81it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 27.98it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.09it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.17it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.87it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.02it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.11it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.86it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.88it/s]
train: 99%|█████████▉| 388/391 [00:14<00:00, 28.04it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.67it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.88it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.54it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.35it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.67it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.73it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.05it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.96it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.56it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.01it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.25it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.68it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.83it/s]
train: 1%| | 4/391 [00:00<00:23, 16.34it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.14it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.77it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.95it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.06it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.80it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.93it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.37it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.67it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.53it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.78it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.95it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.08it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.83it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.99it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.10it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.87it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.02it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.12it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.86it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.01it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.12it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.20it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.90it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.04it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.13it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.88it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.02it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.12it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.86it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.00it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.12it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.19it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.87it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.02it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.12it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.84it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 27.99it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.10it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.84it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.00it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.12it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.20it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.90it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.04it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.13it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.88it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.02it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.13it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.86it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.00it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.12it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.90it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.04it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.14it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.85it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.00it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.11it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.85it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.01it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.12it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.19it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.88it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.03it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.14it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.87it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.03it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.13it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.86it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.00it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.11it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.19it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.89it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.14it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.86it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.02it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.12it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.84it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.00it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.11it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.20it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.91it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.06it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.16it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.88it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.03it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.14it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.87it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.02it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.13it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.20it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.88it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.04it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.14it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.84it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.00it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.11it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.84it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.00it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.12it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.19it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.90it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.03it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.14it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.83it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 27.98it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.10it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.83it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 27.99it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.12it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.19it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.91it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.06it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.91it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.05it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.15it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.88it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.02it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.12it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.90it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.05it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.14it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.87it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.90it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.06it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.76it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.10it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.69it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.41it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.79it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.83it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.14it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.01it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.59it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.97it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.27it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.69it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:05, 5.94it/s]
train: 1%| | 4/391 [00:00<00:23, 16.51it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.27it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.84it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.01it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.09it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.81it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.94it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.38it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.67it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.53it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.78it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.94it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.07it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.78it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.94it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.06it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.79it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.96it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.08it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.81it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.97it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.09it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.17it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.88it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.02it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.12it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.87it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.02it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.12it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.84it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 27.98it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.10it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.17it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.91it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.04it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.14it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.87it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.02it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.11it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.83it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.98it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.09it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.17it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.88it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.01it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.13it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.87it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.01it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.11it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.84it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 27.99it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.10it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.17it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.86it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.01it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.12it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.84it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 27.99it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.10it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.81it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 27.97it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.09it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.17it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.88it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.02it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.12it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.81it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 27.98it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.09it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.85it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.00it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.11it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.18it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.88it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.02it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.12it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.84it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 27.99it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.10it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.82it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 27.97it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.08it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.16it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.85it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.00it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.11it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.84it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 27.98it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.09it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.85it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.00it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.11it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.18it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.87it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.01it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.11it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.80it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 27.96it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.08it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.81it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 27.97it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.09it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.16it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.86it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.01it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.11it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.86it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.01it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.10it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.83it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 27.97it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.08it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.15it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.87it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.00it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.10it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.81it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 27.97it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.09it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.81it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 27.97it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.09it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.17it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.85it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.00it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.10it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.85it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.89it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.06it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.96it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.13it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.18it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.45it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.09it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.30it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.78it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.75it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.36it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.80it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.14it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.58it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.80it/s]
train: 1%| | 4/391 [00:00<00:23, 16.30it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.11it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.73it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.95it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.04it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.76it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.89it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.33it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.64it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.51it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.75it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.92it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.04it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.76it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.92it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.05it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.80it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.96it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.08it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.81it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.97it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.08it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.17it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.87it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.01it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.11it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.85it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.00it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.11it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.85it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.00it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.11it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.18it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.90it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.04it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.13it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.85it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 27.99it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.10it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.83it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.98it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.09it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.17it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.89it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.02it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.12it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.85it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.00it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.10it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.84it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.00it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.10it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.18it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.88it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.02it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.12it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.85it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.00it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.11it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.82it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 27.98it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.09it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.17it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.88it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.01it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.12it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.84it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.00it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.10it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.85it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.00it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.11it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.17it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.84it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.00it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.10it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.80it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 27.96it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.08it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.84it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 27.99it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.09it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.17it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.89it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.03it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.12it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.84it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 27.98it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.09it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.83it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.99it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.10it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.17it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.90it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.04it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.13it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.85it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.00it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.10it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.83it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 27.97it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.08it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.16it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.87it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.01it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.11it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.83it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 27.96it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.06it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.79it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 27.96it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.07it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.16it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.87it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.03it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.12it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.82it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 27.98it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.09it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.84it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 27.98it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.09it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.17it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.88it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.02it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.13it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.86it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.87it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.05it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.77it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.12it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.70it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.42it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.76it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.80it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.14it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.02it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.63it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.02it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.30it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.72it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:08, 5.73it/s]
train: 1%| | 4/391 [00:00<00:23, 16.21it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.03it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.68it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.91it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.02it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.76it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.93it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.35it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.66it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.51it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.76it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.94it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.06it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.81it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.96it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.08it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.81it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.97it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.08it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.82it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.98it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.10it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.17it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.85it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.00it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.11it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.85it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.00it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.10it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.86it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.01it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.11it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.18it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.91it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.04it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.14it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.85it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.00it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.10it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.80it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.97it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.08it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.17it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.90it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.04it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.14it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.84it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 27.99it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.10it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.83it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 27.98it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.09it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.17it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.87it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.01it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.11it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.70it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 27.90it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.03it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.78it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 27.95it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.07it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.16it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.87it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.02it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.12it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.84it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 27.99it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.10it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.87it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.01it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.11it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.19it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.89it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.03it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.12it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.87it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.01it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.11it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.84it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.00it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.10it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.18it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.91it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.04it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.14it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.84it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 27.99it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.10it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.80it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.97it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.09it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.17it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.90it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.03it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.12it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.85it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 27.99it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.10it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.83it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 27.99it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.10it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.18it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.88it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.02it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.12it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.84it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 27.99it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.10it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.82it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 27.98it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.09it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.18it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.88it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.02it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.13it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.84it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.00it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.10it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.82it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 27.98it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.08it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.16it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.84it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 27.99it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.10it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.82it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.85it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.03it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.70it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.99it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.64it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.49it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.80it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.84it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.11it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.99it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.58it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.00it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.25it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.68it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:09, 5.58it/s]
train: 1%| | 4/391 [00:00<00:24, 15.97it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.85it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.55it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.83it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.98it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.73it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.90it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.35it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.66it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.55it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.80it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.97it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.10it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.83it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.99it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.10it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.82it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.99it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.11it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.84it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.00it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.13it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.20it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.92it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.06it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.16it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.86it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.02it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.13it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.85it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.01it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.11it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.88it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.04it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.13it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.85it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.01it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.12it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.85it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.01it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.12it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.20it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.91it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.05it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.16it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.86it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.01it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.13it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.88it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.03it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.14it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.91it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.06it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.87it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.03it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.13it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.89it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.04it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.14it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.21it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.91it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.06it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.16it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.87it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.02it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.13it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.86it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.01it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.11it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.19it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.91it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.05it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.15it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.90it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.05it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.15it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.87it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.03it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.14it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.21it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.93it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.07it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.17it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.88it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.03it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.14it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.86it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.01it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.11it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.20it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.91it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.06it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.15it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.86it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.02it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.13it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.87it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.02it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.12it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.92it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.05it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.14it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.89it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.03it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.14it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.84it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.00it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.11it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.20it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.93it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.06it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.86it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.02it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.12it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.85it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.00it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.11it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.94it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.07it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.17it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.89it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.92it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.08it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 7.01it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.27it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.30it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.56it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.21it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.42it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.90it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.85it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.49it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.93it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.24it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.65it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:11, 5.47it/s]
train: 1%| | 4/391 [00:00<00:24, 15.79it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.72it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.47it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.77it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.93it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.69it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.89it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.34it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.65it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.54it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.78it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.97it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.09it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.82it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.99it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.11it/s]
train: 13%|█▎ | 52/391 [00:02<00:12, 27.84it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.99it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.11it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.82it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.99it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.10it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.18it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.87it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.02it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.13it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.87it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.02it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.13it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.85it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.01it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.12it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.19it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.89it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.04it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.13it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.83it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.00it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.11it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.84it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.99it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.11it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.19it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.89it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.03it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.14it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.83it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 27.99it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.11it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.84it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.00it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.11it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.19it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.86it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.01it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.13it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.85it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.01it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.12it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.82it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 27.99it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.10it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.18it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.90it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.04it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.14it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.86it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.02it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.12it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.84it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.00it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.12it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.93it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.06it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.16it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.85it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.00it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.10it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.83it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.00it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.11it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.19it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.93it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.06it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.15it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.88it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.03it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.12it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.84it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.00it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.11it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.19it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.87it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.03it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.12it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.86it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.01it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.12it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.88it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.02it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.12it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.90it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.03it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.12it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.85it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.00it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.11it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.86it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.02it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.13it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.20it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.90it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.05it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.86it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.01it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.13it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.88it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.03it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.14it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.21it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.92it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.05it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.15it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.86it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.90it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.06it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.87it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.39it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.89it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.60it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.90it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.97it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.35it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.20it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.80it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.20it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.49it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.86it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:08, 5.67it/s]
train: 1%| | 4/391 [00:00<00:24, 16.11it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.96it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.63it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.89it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.02it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.76it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.92it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.35it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.65it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.49it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.74it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.92it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.06it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.82it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.97it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.09it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.82it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.98it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.09it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.85it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.01it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.11it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.20it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.86it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.00it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.11it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.83it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 27.99it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.10it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.85it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.00it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.11it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.18it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.89it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.03it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.12it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.80it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 27.97it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.08it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.82it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.99it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.10it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.18it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.89it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.03it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.12it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.84it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 27.99it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.10it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.85it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 27.99it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.11it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.18it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.89it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.03it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.12it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.83it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 27.99it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.10it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.83it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 27.98it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.10it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.18it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.87it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.01it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.12it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.84it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 27.99it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.10it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.83it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 27.98it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.08it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.16it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.87it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.01it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.12it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.83it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 27.99it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.09it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.83it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 27.98it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.10it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.17it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.87it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.01it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.10it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.80it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 27.97it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.09it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.82it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.98it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.09it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.17it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.87it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.02it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.12it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.84it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.00it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.10it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.83it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 27.99it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.10it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.17it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.89it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.02it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.13it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.85it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.01it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.11it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.89it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.03it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.13it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.20it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.92it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.05it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.14it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.83it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 27.99it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.09it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.82it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 27.97it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.09it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.18it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.87it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.02it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.11it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.84it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.86it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.03it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.58it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.67it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.38it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.29it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.66it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.74it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.05it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.98it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.54it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.94it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.26it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.69it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.78it/s]
train: 1%| | 4/391 [00:00<00:23, 16.28it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.09it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.73it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.97it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.06it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.79it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.91it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.34it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.65it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.50it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.75it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.93it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.06it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.82it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.99it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.10it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.85it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.00it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.11it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.82it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.97it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.09it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.18it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.89it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.02it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.13it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.85it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.00it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.11it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.84it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 27.99it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.11it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.18it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.86it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.01it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.11it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.86it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.01it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.11it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.84it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.00it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.10it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.18it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.91it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.04it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.14it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.83it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 27.99it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.10it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.87it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.02it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.13it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.19it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.88it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.01it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.12it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.87it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.02it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.13it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.85it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.00it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.09it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.17it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.88it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.02it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.12it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.87it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.01it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.12it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.83it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 27.99it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.10it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.18it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.89it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.03it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.12it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.85it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.00it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.12it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.84it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 27.99it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.11it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.18it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.91it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.05it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.14it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.86it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.01it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.10it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.82it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.98it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.08it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.16it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.86it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.01it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.11it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.85it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.01it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.12it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.85it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.00it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.11it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.19it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.87it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.02it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.12it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.84it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.00it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.10it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.86it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.01it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.12it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.19it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.86it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.01it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.12it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.83it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 27.99it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.10it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.85it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.01it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.12it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.19it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.88it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.02it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.12it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.87it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.89it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.05it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.86it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.35it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.93it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.59it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.84it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.86it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.13it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.01it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.59it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.98it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.28it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.69it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.81it/s]
train: 1%| | 4/391 [00:00<00:23, 16.34it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.15it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.77it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.01it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.10it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.82it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.94it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.38it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.68it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.52it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.78it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.95it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.06it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.81it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.97it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.09it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.83it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.98it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.09it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.80it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.96it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.09it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.17it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.88it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.04it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.14it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.86it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.02it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.12it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.85it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.01it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.12it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.89it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.03it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.13it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.84it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.00it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.11it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.86it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.02it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.12it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.20it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.89it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.03it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.13it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.84it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.01it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.12it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.85it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.00it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.11it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.90it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.04it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.14it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.88it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.03it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.14it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.88it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.02it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.13it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.21it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.93it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.07it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.16it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.87it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.02it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.12it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.86it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.01it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.12it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.19it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.91it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.05it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.13it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.82it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 27.99it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.10it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.83it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 27.99it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.10it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.17it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.90it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.03it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.13it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.82it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 27.98it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.09it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.85it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.01it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.11it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.18it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.91it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.06it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.15it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.87it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.01it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.11it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.84it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 27.99it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.10it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.19it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.93it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.06it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.15it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.90it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.04it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.13it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.85it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.01it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.12it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.19it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.93it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.06it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.85it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.00it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.12it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.83it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 27.98it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.10it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.19it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.89it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.03it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.14it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.88it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.89it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.06it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.13it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.61it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.63it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.74it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.27it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.46it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.85it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.78it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.43it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.88it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.21it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.65it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.89it/s]
train: 1%| | 4/391 [00:00<00:23, 16.43it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.21it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.81it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.01it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.10it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.81it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.93it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.36it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.65it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.54it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.78it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.95it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.07it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.78it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.95it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.07it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.80it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.96it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.07it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.79it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.95it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.07it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.15it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.84it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 27.99it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.10it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.83it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 27.98it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.09it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.83it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 27.98it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.10it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.17it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.87it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.02it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.12it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.84it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.01it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.12it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.83it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.99it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.11it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.19it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.89it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.03it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.13it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.90it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.03it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.12it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.85it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.00it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.11it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.18it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.91it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.04it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.14it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.86it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.01it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.11it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.86it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.00it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.12it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.18it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.87it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.01it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.10it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.85it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.00it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.09it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.83it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 27.98it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.09it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.17it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.83it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 27.98it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.08it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.84it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 27.99it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.11it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.83it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 27.98it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.09it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.18it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.86it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.02it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.11it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.81it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 27.98it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.09it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.82it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.99it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.10it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.17it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.90it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.04it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.14it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.88it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.02it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.12it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.85it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.01it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.11it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.89it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.04it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.14it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.89it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.04it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.13it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.89it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.04it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.13it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.90it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.05it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.14it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.86it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.00it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.12it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.82it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 27.99it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.10it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.19it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.88it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.03it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.13it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.87it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.89it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.05it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.66it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.76it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.44it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.31it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.66it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.78it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.10it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.98it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.62it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.02it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.33it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.72it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:10, 5.56it/s]
train: 1%| | 4/391 [00:00<00:24, 15.95it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.85it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.55it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.82it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.97it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.73it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.91it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.35it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.66it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.50it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.77it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.95it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.08it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.82it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.99it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.10it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.86it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.02it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.13it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.86it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.01it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.11it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.19it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.90it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.05it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.15it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.84it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.00it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.12it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.84it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.00it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.11it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.19it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.90it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.04it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.15it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.86it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.02it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.12it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.86it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.02it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.13it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.20it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.91it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.05it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.15it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.88it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.03it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.13it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.87it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.01it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.13it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.89it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.04it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.14it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.89it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.04it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.13it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.86it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.02it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.13it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.21it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.92it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.05it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.15it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.89it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.03it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.13it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.86it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.01it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.12it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.91it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.14it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.90it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.03it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.12it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.84it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 27.99it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.10it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.17it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.88it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.02it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.13it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.84it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.00it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.10it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.82it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.99it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.10it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.18it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.90it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.03it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.13it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.83it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 27.99it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.09it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.81it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 27.98it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.10it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.18it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.86it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.01it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.12it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.84it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 27.99it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.11it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.84it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 27.98it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.09it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.18it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.88it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.03it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.13it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.85it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.01it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.12it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.84it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 27.99it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.11it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.18it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.88it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.03it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.13it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.84it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.88it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.04it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.77it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.10it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.71it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.47it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.73it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.75it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.09it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.97it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.56it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.95it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.25it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.66it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.78it/s]
train: 1%| | 4/391 [00:00<00:23, 16.26it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.07it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.72it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.95it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.06it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.78it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.94it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.38it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.67it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.54it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.78it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.96it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.07it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.78it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.95it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.07it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.80it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.98it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.10it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.84it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.99it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.09it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.18it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.93it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.06it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.15it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.89it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.04it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.14it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.86it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.00it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.12it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.90it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.03it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.13it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.84it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.00it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.11it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.83it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.99it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.11it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.20it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.90it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.04it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.13it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.87it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.02it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.13it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.84it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.00it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.10it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.18it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.88it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.03it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.13it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.84it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.00it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.11it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.84it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 27.99it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.11it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.18it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.91it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.05it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.14it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.87it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.02it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.13it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.84it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.01it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.12it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.91it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.13it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.85it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.00it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.12it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.84it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 27.98it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.10it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.18it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.87it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.02it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.12it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.83it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 27.97it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.10it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.85it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.00it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.10it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.19it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.89it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.03it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.13it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.87it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.01it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.11it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.86it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.00it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.11it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.19it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.88it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.02it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.12it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.82it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 27.98it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.10it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.82it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 27.98it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.09it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.17it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.87it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.02it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.12it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.85it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.00it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.11it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.84it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 27.99it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.11it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.18it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.89it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.03it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.13it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.85it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.89it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.05it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 8.04it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.67it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 51.08it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.72it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.92it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.91it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.21it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.05it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.63it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.04it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.32it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.73it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:09, 5.62it/s]
train: 1%| | 4/391 [00:00<00:24, 16.04it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.92it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.62it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.88it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.02it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.77it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.93it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.38it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.67it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.57it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.82it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.98it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.11it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.84it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.00it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.11it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.87it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.02it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.13it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.85it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.01it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.13it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.91it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.06it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.16it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.88it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.03it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.14it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.86it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.03it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.14it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.21it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.94it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.08it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.17it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.86it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.02it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.13it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.87it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.03it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.14it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.22it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.92it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.06it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.16it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.89it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.03it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.14it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.87it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.03it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.13it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.88it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.04it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.14it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.85it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.01it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.12it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.84it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.00it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.12it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.20it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.89it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.03it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.15it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.86it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.02it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.12it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.88it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.04it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.14it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.21it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.90it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.15it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.87it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.03it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.11it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.82it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 27.99it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.10it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.18it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.88it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.02it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.13it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.87it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.02it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.87it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.02it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.13it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.20it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.91it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.05it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.15it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.86it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.02it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.14it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.86it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.01it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.12it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.93it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.06it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.16it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.91it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.05it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.15it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.90it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.04it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.14it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.91it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.05it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.88it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.03it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.13it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.85it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.01it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.13it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.91it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.06it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.16it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.91it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.94it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.09it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.56it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.61it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.35it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.25it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.63it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.77it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.19it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.09it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.75it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.18it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.47it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.84it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.84it/s]
train: 1%| | 4/391 [00:00<00:23, 16.36it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.17it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.72it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.94it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.04it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.76it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.88it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.32it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.63it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.50it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.76it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.91it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.04it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.81it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.97it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.09it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.85it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.00it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.10it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.82it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.98it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.08it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.17it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.89it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.03it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.13it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.87it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.01it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.11it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.81it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 27.97it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.09it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.17it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.90it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.04it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.14it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.83it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 27.99it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.10it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.84it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.99it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.10it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.17it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.88it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.02it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.12it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.84it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.00it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.10it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.83it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 27.98it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.10it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.17it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.90it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.04it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.14it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.86it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.01it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.11it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.85it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.01it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.11it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.19it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.87it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.00it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.12it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.84it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 27.98it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.10it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.82it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 27.97it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.08it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.15it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.85it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.00it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.11it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.81it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 27.97it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.09it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.82it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 27.99it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.10it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.19it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.90it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.03it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.13it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.86it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.01it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.11it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.83it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.99it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.10it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.18it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.85it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.00it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.09it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.80it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 27.96it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.08it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.80it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 27.97it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.09it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.18it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.87it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.02it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.13it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.85it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.00it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.11it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.82it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 27.98it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.09it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.16it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.87it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.02it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.13it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.85it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.00it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.11it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.86it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.00it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.11it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.19it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.89it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.03it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.13it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.85it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.85it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.03it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.61it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.68it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.42it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.31it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.67it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.75it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.12it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.94it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.57it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.96it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.25it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.68it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:05, 5.94it/s]
train: 1%| | 4/391 [00:00<00:23, 16.52it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.29it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.87it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.04it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.12it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.83it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.94it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.36it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.66it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.52it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.77it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.95it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.08it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.84it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.99it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.10it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.82it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.99it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.11it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.86it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.00it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.11it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.18it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.90it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.04it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.12it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.85it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 27.99it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.11it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.85it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.00it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.10it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.18it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.87it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.01it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.12it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.85it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.01it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.12it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.83it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.99it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.10it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.17it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.81it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 27.97it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.09it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.83it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 27.99it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.09it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.80it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 27.96it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.08it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.16it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.86it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.02it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.12it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.85it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.00it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.11it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.82it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 27.99it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.10it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.18it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.88it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.03it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.13it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.83it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 27.98it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.11it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.86it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.02it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.12it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.19it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.89it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.03it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.13it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.84it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 27.99it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.11it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.84it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.00it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.11it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.18it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.87it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.02it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.12it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.84it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.00it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.11it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.83it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.99it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.10it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.17it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.88it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.03it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.13it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.86it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.01it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.12it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.82it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 27.98it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.09it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.17it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.87it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.02it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.12it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.82it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 27.98it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.09it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.81it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 27.97it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.08it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.16it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.87it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.02it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.13it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.86it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.00it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.11it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.84it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 27.99it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.10it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.19it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.87it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.02it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.12it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.85it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.89it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.07it/s]
train: 100%|██████████| 391/391 [00:14<00:00, 28.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.75it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.00it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.66it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.47it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.81it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.89it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.26it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.15it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.70it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.11it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.44it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.82it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:11, 5.48it/s]
train: 1%| | 4/391 [00:00<00:24, 15.81it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.74it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.49it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.80it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.95it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.72it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.90it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.34it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.66it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.53it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.78it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.96it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.08it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.84it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.00it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.13it/s]
train: 13%|█▎ | 52/391 [00:02<00:12, 27.83it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 28.00it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.12it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.85it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.01it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.12it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.20it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.89it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.05it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.15it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.87it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.03it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.14it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.86it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.02it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.13it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.88it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.03it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.14it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.85it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.01it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.13it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.88it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.03it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.14it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.22it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.93it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.07it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.17it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.88it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.03it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.13it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.84it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.00it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.12it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.91it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.05it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.87it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.03it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.13it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.86it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.01it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.12it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.20it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.91it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.04it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.15it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.87it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.02it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.13it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.87it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.02it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.13it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.92it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.06it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.15it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.86it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.02it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.13it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.88it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.02it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.13it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.21it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.89it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.01it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.12it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.85it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.00it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.11it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.88it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.04it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.15it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.21it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.89it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.04it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.14it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.86it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.02it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.12it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.84it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.00it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.12it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.91it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.05it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.15it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.86it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.02it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.13it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.88it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.03it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.14it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.22it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.89it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.04it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.14it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.87it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.03it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.14it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.89it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.04it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.14it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.22it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.93it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.07it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.16it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.88it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.92it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.08it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.72it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.02it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.62it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.38it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.73it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.79it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.14it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.02it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.60it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.02it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.30it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.71it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.82it/s]
train: 1%| | 4/391 [00:00<00:23, 16.33it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.12it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.74it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.96it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.06it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.79it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.92it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.35it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.65it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.50it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.76it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.93it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.06it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.78it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.94it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.06it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.80it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.96it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.08it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.81it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.96it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.07it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.16it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.88it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.02it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.11it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.82it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 27.98it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.09it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.82it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 27.97it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.08it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.06it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.78it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 27.95it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.06it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.78it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 27.94it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.07it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.80it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.96it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.08it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.15it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.87it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.01it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.10it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.85it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.00it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.10it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.84it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 27.99it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.09it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.17it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.84it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 27.99it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.10it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.83it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 27.98it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.09it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.83it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 27.99it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.10it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.17it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.88it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.02it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.12it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.84it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 27.99it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.10it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.85it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 27.99it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.09it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.17it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.87it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.01it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.12it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.84it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.00it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.11it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.86it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.01it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.11it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.18it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.87it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.01it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.11it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.84it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 27.99it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.10it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.82it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.98it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.08it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.16it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.88it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.01it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.12it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.85it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 27.99it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.10it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.83it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 27.98it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.09it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.17it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.90it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.04it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.13it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.88it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.02it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.12it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.84it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.00it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.10it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.18it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.89it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.02it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.12it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.82it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 27.98it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.09it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.80it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 27.97it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.09it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.17it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.88it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.03it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.11it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.85it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.86it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.04it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.42it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.29it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.10it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.07it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.49it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.61it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.96it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.87it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.49it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.94it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.24it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.68it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.76it/s]
train: 1%| | 4/391 [00:00<00:23, 16.25it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.08it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.74it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.93it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.05it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.78it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.92it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.36it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.66it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.52it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.77it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.95it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.07it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.81it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.98it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.10it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.86it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.01it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.12it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.84it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.00it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.11it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.19it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.91it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.06it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.16it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.88it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.02it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.12it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.83it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 27.99it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.11it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.19it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.88it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.04it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.14it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.85it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.01it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.12it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.81it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.95it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.07it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.14it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.84it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 27.98it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.10it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.80it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 27.95it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.07it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.80it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 27.97it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.08it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.17it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.88it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.02it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.12it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.84it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 27.99it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.10it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.83it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 27.99it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.11it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.18it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.86it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.01it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.11it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.84it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 27.99it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.11it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.83it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 27.99it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.10it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.18it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.83it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 27.98it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.09it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.87it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.02it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.13it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.85it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.00it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.11it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.19it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.90it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.03it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.14it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.86it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.02it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.12it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.86it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.01it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.12it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.20it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.90it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.05it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.15it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.88it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.03it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.13it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.85it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.00it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.11it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.18it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.88it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.02it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.12it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.83it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 27.99it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.10it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.86it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.01it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.11it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.19it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.93it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.06it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.86it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.01it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.11it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.85it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.01it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.11it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.18it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.86it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.01it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.12it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.84it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.88it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.05it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.96it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.33it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.87it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.50it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.73it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.77it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.15it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.06it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.64it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.05it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.33it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.74it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:10, 5.53it/s]
train: 1%| | 4/391 [00:00<00:24, 15.90it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.80it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.52it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.81it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.96it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.72it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.91it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.35it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.66it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.53it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.77it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.95it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.08it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.81it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.98it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.10it/s]
train: 13%|█▎ | 52/391 [00:02<00:12, 27.81it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.98it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.10it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.82it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.99it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.09it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.18it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.89it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.04it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.14it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.87it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.01it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.12it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.84it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.00it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.11it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.19it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.92it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.06it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.15it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.87it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.03it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.13it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.86it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.01it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.12it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.19it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.92it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.05it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.15it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.86it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.02it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.13it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.87it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.02it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.13it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.91it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.05it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.14it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.87it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.02it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.14it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.87it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.03it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.12it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.21it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.90it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.04it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.14it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.87it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.02it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.14it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.87it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.03it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.14it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.21it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.91it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.05it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.14it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.85it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.01it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.13it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.85it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.00it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.12it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.20it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.90it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.04it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.14it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.89it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.03it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.85it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.01it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.12it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.19it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.87it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.02it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.14it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.87it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.02it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.12it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.84it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.00it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.12it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.92it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.06it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.16it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.88it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.03it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.14it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.84it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.00it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.12it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.20it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.87it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.02it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.13it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.86it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.01it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.12it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.85it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.01it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.12it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.21it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.93it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.06it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.16it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.88it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.91it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.07it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.95it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.49it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 51.03it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.74it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.95it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.98it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.26it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.09it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.68it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.09it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.39it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.80it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:09, 5.64it/s]
train: 1%| | 4/391 [00:00<00:24, 16.06it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.93it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.61it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.89it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.01it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.75it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.90it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.33it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.64it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.51it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.76it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.94it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.07it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.83it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.99it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.10it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.81it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.98it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.09it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.81it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.97it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.09it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.18it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.89it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.03it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.13it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.89it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.03it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.13it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.86it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.02it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.13it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.93it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.06it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.15it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.90it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.03it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.14it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.85it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.01it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.12it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.21it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.92it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.06it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.16it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.90it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.04it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.14it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.85it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.01it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.12it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.91it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.05it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.15it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.87it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.02it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.13it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.85it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.00it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.11it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.20it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.85it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.00it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.12it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.87it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.02it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.13it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.87it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.02it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.13it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.91it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.14it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.84it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.00it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.11it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.84it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.00it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.11it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.19it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.93it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.06it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.16it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.87it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.01it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.12it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.85it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.01it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.11it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.19it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.86it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.01it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.10it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.84it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.00it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.11it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.83it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 27.99it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.11it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.19it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.89it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.03it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.13it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.86it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.00it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.11it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.85it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.01it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.11it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.19it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.89it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.03it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.13it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.85it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.01it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.12it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.86it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.01it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.12it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.19it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.90it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.03it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.13it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.84it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.88it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.05it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.63it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.74it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.41it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.25it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.66it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.76it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.08it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.99it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.66it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.07it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.36it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:10, 5.53it/s]
train: 1%| | 4/391 [00:00<00:24, 15.91it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.80it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.52it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.80it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.95it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.70it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.87it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.31it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.63it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.52it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.76it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.92it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.05it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.81it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.97it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.08it/s]
train: 13%|█▎ | 52/391 [00:02<00:12, 27.81it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.97it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.08it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.82it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.98it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.08it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.17it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.88it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.01it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.11it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.83it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 27.99it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.10it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.85it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.00it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.10it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.17it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.88it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.02it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.11it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.82it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 27.99it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.11it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.83it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.99it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.11it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.19it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.91it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.04it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.15it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.87it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.02it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.13it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.85it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.00it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.12it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.89it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.04it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.14it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.86it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.01it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.12it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.86it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.01it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.12it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.19it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.89it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.03it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.12it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.84it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 27.99it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.10it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.85it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.01it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.11it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.19it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.86it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.01it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.11it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.85it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.00it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.11it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.86it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.01it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.11it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.19it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.87it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.02it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.12it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.85it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.00it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.11it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.83it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.00it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.11it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.19it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.88it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.02it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.12it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.87it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.02it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.13it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.86it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.01it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.11it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.19it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.89it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.01it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.11it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.81it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 27.97it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.09it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.82it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 27.98it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.09it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.16it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.85it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.00it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.10it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.82it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 27.98it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.10it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.85it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.00it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.11it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.19it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.88it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.03it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.12it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.86it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.89it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.06it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.85it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.28it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.82it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.52it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.84it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.89it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.21it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.10it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.67it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.10it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.43it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.81it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:12, 5.39it/s]
train: 1%| | 4/391 [00:00<00:24, 15.69it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.63it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.39it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.72it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.89it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.66it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.84it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.31it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.63it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.52it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.76it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.94it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.07it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.82it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.99it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.11it/s]
train: 13%|█▎ | 52/391 [00:02<00:12, 27.84it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.00it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.12it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.85it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.00it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.10it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.18it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.88it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.03it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.13it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.84it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 27.99it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.11it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.85it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.00it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.12it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.88it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.04it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.14it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.87it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.02it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.12it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.84it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.99it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.10it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.18it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.91it/s]
train: 35%|███▍ | 136/391 [00:05<00:09, 28.06it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.15it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.86it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.01it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.12it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.88it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.01it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.13it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.19it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.87it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.01it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.10it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.80it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 27.95it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.07it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.80it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 27.97it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.09it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.16it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.86it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.02it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.12it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.83it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 27.99it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.11it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.85it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.00it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.12it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.90it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.15it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.90it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.04it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.14it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.82it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 27.98it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.10it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.18it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.91it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.06it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.15it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.87it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.02it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.11it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.83it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.99it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.10it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.18it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.87it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.01it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.11it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.83it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.00it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.11it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.83it/s]
train: 78%|███████▊ | 304/391 [00:11<00:03, 27.99it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.09it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.19it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.88it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.03it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.12it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.85it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.01it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.11it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.84it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.00it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.13it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.20it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.91it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.05it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.14it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.85it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.01it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.12it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.84it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.00it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.12it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.90it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.05it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.16it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.90it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.92it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.07it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.80it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.19it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.78it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.54it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.85it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.90it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.24it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.07it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.69it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.04it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.35it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.83it/s]
train: 1%| | 4/391 [00:00<00:23, 16.33it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.12it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.74it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.95it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.05it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.77it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.93it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.37it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.66it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.52it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.77it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.94it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.07it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.79it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.96it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.08it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.78it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.95it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.07it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.81it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.97it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.09it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.17it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.85it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 27.99it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.10it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.86it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.01it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.11it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.87it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.01it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.11it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.18it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.88it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.02it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.12it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.88it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.02it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.12it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.83it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.98it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.10it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.18it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.87it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.01it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.11it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.83it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 27.98it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.10it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.83it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 27.99it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.10it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.18it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.89it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.03it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.12it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.84it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.00it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.11it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.81it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 27.98it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.08it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.17it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.89it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.03it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.12it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.83it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 27.99it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.10it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.82it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 27.98it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.10it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.19it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.88it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.03it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.13it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.86it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.01it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.11it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.82it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 27.99it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.10it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.17it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.89it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.03it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.12it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.84it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.00it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.11it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.84it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.99it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.10it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.17it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.83it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 27.98it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.10it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.82it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 27.98it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.10it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.83it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 27.99it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.09it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.17it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.89it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.03it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.13it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.85it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.00it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.11it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.83it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 27.99it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.11it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.18it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.89it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.03it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.14it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.84it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.00it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.11it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.83it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 27.98it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.09it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.17it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.88it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.02it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.12it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.83it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.86it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.04it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.65it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.90it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.62it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.47it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.84it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.90it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.25it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.14it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.79it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.22it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.51it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.85it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:09, 5.58it/s]
train: 1%| | 4/391 [00:00<00:24, 15.98it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.85it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.55it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.83it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.98it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.73it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.90it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.34it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.65it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.52it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.77it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.95it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.07it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.82it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.98it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.10it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.83it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.00it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.12it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.84it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.00it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.11it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.19it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.88it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.03it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.13it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.88it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.04it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.15it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.84it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.00it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.11it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.93it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.06it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.15it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.87it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.02it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.13it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.86it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.01it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.08it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.17it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.85it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.01it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.12it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.87it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.02it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.13it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.86it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.01it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.12it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.92it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.06it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.86it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.01it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.13it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.87it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.02it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.14it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.21it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.91it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.05it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.15it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.84it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 27.99it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.11it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.87it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.02it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.13it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.21it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.91it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.05it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.14it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.85it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.01it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.12it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.86it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.02it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.12it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.19it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.92it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.06it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.15it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.87it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.02it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.83it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.99it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.12it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.20it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.91it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.06it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.15it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.87it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.02it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.13it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.87it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.03it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.13it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.21it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.90it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.05it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.15it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.86it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.01it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.12it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.87it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.02it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.09it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.17it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.89it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.03it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.12it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.85it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.01it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.12it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.87it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.03it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.13it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.90it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.04it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.14it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.84it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.88it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.05it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.94it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.45it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.99it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.70it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.94it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.96it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.26it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.11it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.72it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.13it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.41it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.80it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.82it/s]
train: 1%| | 4/391 [00:00<00:23, 16.33it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.14it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.76it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.95it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.06it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.79it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.93it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.37it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.67it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.53it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.78it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.95it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.08it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.80it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.98it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.10it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.84it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 28.00it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.11it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.84it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.00it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.11it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.19it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.91it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.05it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.14it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.87it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.03it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.13it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.87it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.02it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.13it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.89it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.03it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.13it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.83it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 27.99it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.11it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.83it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.99it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.11it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.19it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.89it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.04it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.14it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.86it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.01it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.12it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.85it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.01it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.13it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.93it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.07it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.16it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.87it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.02it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.13it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.86it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.01it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.12it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.19it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.89it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.04it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.15it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.87it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.01it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.12it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.86it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.01it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.11it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.19it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.90it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.13it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.87it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.01it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.12it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.86it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.01it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.11it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.19it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.90it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.04it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.13it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.84it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.00it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.11it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.83it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.99it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.10it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.17it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.88it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.03it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.13it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.88it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.03it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.14it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.86it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.01it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.12it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.93it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.06it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.15it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.88it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.03it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.13it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.84it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.00it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.11it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.19it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.90it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.05it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.14it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.89it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.03it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.14it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.83it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.00it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.11it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.19it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.90it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.04it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.14it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.86it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.89it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.06it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.86it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.30it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.79it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.52it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.78it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.81it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.09it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.99it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.54it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.97it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.27it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.70it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.77it/s]
train: 1%| | 4/391 [00:00<00:23, 16.24it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.07it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.71it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.93it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.04it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.77it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.90it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.34it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.66it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.52it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.77it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.93it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.05it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.79it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.95it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.09it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.81it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.96it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.08it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.82it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.97it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.08it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.16it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.86it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.01it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.11it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.84it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.00it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.11it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.83it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 27.98it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.10it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.18it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.87it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.03it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.13it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.84it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.00it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.11it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.85it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.00it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.11it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.19it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.92it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.06it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.16it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.86it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.02it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.12it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.84it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.00it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.12it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.91it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.05it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.15it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.87it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.02it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.12it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.85it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.00it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.11it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.18it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.89it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.03it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.14it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.87it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.02it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.13it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.85it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.00it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.11it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.18it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.90it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.15it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.85it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.01it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.12it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.84it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 27.99it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.11it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.18it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.85it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.01it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.11it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.86it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.01it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.12it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.82it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.98it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.10it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.18it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.86it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.02it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.13it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.86it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.01it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.11it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.84it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.00it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.12it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.19it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.89it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.03it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.14it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.86it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.01it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.13it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.85it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.00it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.11it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.19it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.91it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.06it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.15it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.87it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.02it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.13it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.85it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.01it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.12it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.90it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.01it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.11it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.82it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.85it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.03it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.81it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.18it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.77it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.55it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.84it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.90it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.19it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.06it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.67it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.08it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.39it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:17, 5.03it/s]
train: 1%| | 4/391 [00:00<00:25, 15.09it/s]
train: 2%|▏ | 7/391 [00:00<00:19, 20.15it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.04it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.47it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.73it/s]
train: 5%|▍ | 19/391 [00:00<00:14, 26.55it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.79it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.27it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.59it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.46it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.73it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.92it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.05it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.79it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.97it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.09it/s]
train: 13%|█▎ | 52/391 [00:02<00:12, 27.83it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.99it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.10it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.83it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.99it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.10it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.18it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.87it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.03it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.12it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.86it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.01it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.12it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.85it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.00it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.11it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.19it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.89it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.03it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.14it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.88it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.03it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.13it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.85it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.01it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.12it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.18it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.88it/s]
train: 35%|███▍ | 136/391 [00:05<00:09, 28.02it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.12it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.80it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 27.97it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.10it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.82it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 27.98it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.11it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.19it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.91it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.05it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.15it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.86it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.01it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.13it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.82it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.00it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.11it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.19it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.89it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.04it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.14it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.87it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.02it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.13it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.88it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.03it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.14it/s]
train: 56%|█████▋ | 220/391 [00:08<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.91it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.06it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.16it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.86it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.02it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.13it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.86it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.02it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.12it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.21it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.90it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.04it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.14it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.89it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.03it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.14it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.85it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.01it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.12it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.19it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.86it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.01it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.08it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.80it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 27.97it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.08it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.82it/s]
train: 78%|███████▊ | 304/391 [00:11<00:03, 27.98it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.10it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.18it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.89it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.03it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.14it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.86it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.02it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.12it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.85it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.01it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.13it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.90it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.04it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.14it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.84it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.00it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.11it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.84it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.01it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.12it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.90it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.05it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.14it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.87it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.89it/s]
train: 99%|█████████▉| 388/391 [00:14<00:00, 28.06it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.90it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.38it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.96it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.69it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.98it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.97it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.30it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.14it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.66it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.07it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.33it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.74it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.81it/s]
train: 1%| | 4/391 [00:00<00:23, 16.31it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.13it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.75it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.96it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.08it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.80it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.94it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.37it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.67it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.53it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.78it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.95it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.08it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.81it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.98it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.10it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.82it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.98it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.10it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.82it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.98it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.09it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.17it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.86it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.01it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.11it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.86it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.01it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.12it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.80it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 27.97it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.08it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.16it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.90it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.04it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.14it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.85it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.00it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.11it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.84it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.01it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.12it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.20it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.92it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.05it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.15it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.87it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.03it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.14it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.84it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.01it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.12it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.89it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.03it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.13it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.85it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.00it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.11it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.87it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.02it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.12it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.20it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.92it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.06it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.16it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.90it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.05it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.14it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.87it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.01it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.12it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.19it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.90it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.05it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.14it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.86it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.01it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.12it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.85it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.01it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.12it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.21it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.90it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.04it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.15it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.86it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.01it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.85it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.01it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.13it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.20it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.91it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.06it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.15it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.87it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.03it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.13it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.85it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.01it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.12it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.90it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.05it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.14it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.86it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.02it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.13it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.86it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.02it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.11it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.19it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.89it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.05it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.14it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.84it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.00it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.11it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.83it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.00it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.11it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.91it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.05it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.15it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.87it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.91it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.07it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 8.02it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.71it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 51.16it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.84it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 60.01it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 62.07it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.34it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.21it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.79it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.17it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.46it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.83it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.80it/s]
train: 1%| | 4/391 [00:00<00:23, 16.30it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.12it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.76it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.99it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.09it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.82it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.94it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.38it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.68it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.54it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.79it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.97it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.09it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.83it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.00it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.12it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.84it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.00it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.12it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.83it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.00it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.12it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.20it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.90it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.04it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.15it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.90it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.03it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.14it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.87it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.02it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.14it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.21it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.91it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.06it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.16it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.87it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.02it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.13it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.86it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.02it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.14it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.22it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.89it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.04it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.14it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.85it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.01it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.12it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.85it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.02it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.13it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.21it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.91it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.06it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.15it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.87it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.03it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.14it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.86it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.01it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.12it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.20it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.90it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.04it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.14it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.85it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.01it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.12it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.86it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.03it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.13it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.20it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.91it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.05it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.15it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.87it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.03it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.14it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.88it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.03it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.14it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.21it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.90it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.05it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.15it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.88it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.03it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.14it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.86it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.02it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.14it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.22it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.91it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.06it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.15it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.88it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.03it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.13it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.85it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.01it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.13it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.91it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.05it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.16it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.87it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.01it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.12it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.86it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.02it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.13it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.92it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.06it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.16it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.87it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.03it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.14it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.87it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.02it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.13it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.21it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.91it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.06it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.16it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.89it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.92it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.08it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.85it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.29it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.83it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.57it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.89it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.94it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.26it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.09it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.62it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.04it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.30it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.71it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.78it/s]
train: 1%| | 4/391 [00:00<00:23, 16.27it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.10it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.74it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.95it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.05it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.78it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.93it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.37it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.64it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.47it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.74it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.93it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.07it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.78it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.96it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.08it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.79it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.96it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.09it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.84it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.00it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.11it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.20it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.92it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.06it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.15it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.88it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.03it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.13it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.85it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.01it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.12it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.91it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.04it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.15it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.89it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.03it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.14it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.86it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.01it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.12it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.20it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.89it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.04it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.14it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.86it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.02it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.13it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.83it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 27.99it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.11it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.93it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.07it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.15it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.90it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.05it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.15it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.85it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.01it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.13it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.21it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.93it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.06it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.15it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.89it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.03it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.14it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.85it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.01it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.11it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.19it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.89it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.14it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.89it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.04it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.15it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.87it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.03it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.13it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.22it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.92it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.06it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.15it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.88it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.02it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.86it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.01it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.12it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.20it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.89it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.04it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.14it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.86it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.02it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.14it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.86it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.02it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.13it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.12it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.84it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.00it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.11it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.84it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.00it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.12it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.85it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.00it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.12it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.20it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.88it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.03it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.13it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.86it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.01it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.12it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.88it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.03it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.14it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.21it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.94it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.07it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.15it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.86it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.87it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.05it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.84it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.25it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.76it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.46it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.78it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.86it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.17it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.08it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.66it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.05it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.32it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.90it/s]
train: 1%| | 4/391 [00:00<00:23, 16.45it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.23it/s]
train: 3%|▎ | 10/391 [00:00<00:15, 23.83it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.01it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.10it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.81it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.96it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.39it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.69it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.55it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.79it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.97it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.07it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.82it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.99it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.10it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.83it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.99it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.09it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.83it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.98it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.10it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.18it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.90it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.03it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.13it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.86it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.01it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.12it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.82it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 27.98it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.10it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.18it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.90it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.04it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.13it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.85it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.01it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.12it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.83it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.99it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.10it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.19it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.91it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.05it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.14it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.88it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.02it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.13it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.87it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.01it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.11it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.92it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.05it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.15it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.85it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.00it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.11it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.84it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 27.99it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.10it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.18it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.88it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.03it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.13it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.86it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.01it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.12it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.84it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.01it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.12it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.19it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.90it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.14it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.86it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.02it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.12it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.84it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.00it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.12it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.20it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.89it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.04it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.12it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.83it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 27.98it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.10it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.82it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.99it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.10it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.18it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.89it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.04it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.13it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.86it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.01it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.12it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.87it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.02it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.12it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.21it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.91it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.04it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.15it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.89it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.03it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.13it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.83it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 27.99it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.10it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.18it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.90it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.05it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.14it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.83it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 27.99it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.11it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.84it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 27.99it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.10it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.18it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.91it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.05it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.15it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.88it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.91it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.08it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.72it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.04it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.65it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.47it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.82it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.88it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.13it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.98it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.55it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.94it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.23it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.65it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.76it/s]
train: 1%| | 4/391 [00:00<00:23, 16.25it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.07it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.72it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.93it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.04it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.78it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.91it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.36it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.66it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.52it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.78it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.95it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.06it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.79it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.96it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.09it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.81it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.97it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.09it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.81it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.97it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.09it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.17it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.89it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.02it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.13it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.84it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.01it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.13it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.85it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.01it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.13it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.21it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.91it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.05it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.15it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.88it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.03it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.14it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.87it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.02it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.14it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.21it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.92it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.04it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.14it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.84it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.00it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.11it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.83it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 27.99it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.11it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.87it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.02it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.14it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.86it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.01it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.12it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.84it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.01it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.12it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.19it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.89it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.04it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.14it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.87it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.02it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.13it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.86it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.02it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.13it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.21it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.93it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.06it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.16it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.88it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.03it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.14it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.86it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.01it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.12it/s]
train: 64%|██████▍ | 250/391 [00:09<00:04, 28.20it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.91it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.07it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.15it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.88it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.03it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.13it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.87it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.04it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.13it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.20it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.90it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.05it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.15it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.88it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.04it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.14it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.90it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.04it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.13it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.21it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.90it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.06it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.15it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.85it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.01it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.12it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.87it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.02it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.13it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.21it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.93it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.06it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.16it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.86it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.01it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.12it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.85it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.00it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.12it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.92it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.07it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.16it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.88it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.91it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.08it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.93it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.46it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.97it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.66it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.91it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.96it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.26it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.13it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.73it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.10it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.42it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.80it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.76it/s]
train: 1%| | 4/391 [00:00<00:23, 16.24it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.06it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.71it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.95it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.05it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.78it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.91it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.35it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.65it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.54it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.78it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.95it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.08it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.82it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.98it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.09it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.83it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.98it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.09it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.82it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.98it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.09it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.17it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.88it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.02it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.13it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.84it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.00it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.11it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.84it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 27.99it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.11it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.19it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.91it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.04it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.14it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.86it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.01it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.11it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.81it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.97it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.08it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.16it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.89it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.03it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.13it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.87it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.01it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.12it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.83it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 27.99it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.10it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.17it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.88it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.02it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.12it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.83it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 27.98it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.09it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.80it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 27.97it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.09it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.17it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.88it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.03it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.13it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.84it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 27.99it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.10it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.83it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 27.98it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.08it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.16it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.86it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.01it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.11it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.84it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 27.99it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.10it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.83it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 27.98it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.09it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.17it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.88it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.03it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.13it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.87it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.01it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.12it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.82it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.97it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.08it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.15it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.86it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.00it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.11it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.83it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 27.98it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.10it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.81it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 27.97it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.08it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.17it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.86it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.01it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.11it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.84it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.00it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.11it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.83it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 27.98it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.07it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.11it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.83it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 27.98it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.09it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.79it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 27.95it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.07it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.82it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 27.98it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.10it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.18it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.87it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.02it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.12it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.84it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.87it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.04it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.45it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.37it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.17it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.11it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.44it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.63it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.02it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.95it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.58it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.96it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.28it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.70it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.79it/s]
train: 1%| | 4/391 [00:00<00:23, 16.30it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.11it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.73it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.95it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.06it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.78it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.89it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.34it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.65it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.49it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.75it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.93it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.06it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.81it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.97it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.08it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.83it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.98it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.09it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.80it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 27.97it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.07it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.15it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.86it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.01it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.11it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.86it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.00it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.11it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.85it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 27.99it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.11it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.17it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.85it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.00it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.11it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.83it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 27.99it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.11it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.84it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.99it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.10it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.17it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.90it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.04it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.14it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.86it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.01it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.11it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.82it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 27.98it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.10it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.17it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.86it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.01it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.11it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.83it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 27.99it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.12it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.83it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 27.98it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.10it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.18it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.89it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.02it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.11it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.84it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.00it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.11it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.82it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 27.98it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.10it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.18it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.91it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.05it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.15it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.89it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.03it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.13it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.84it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 27.99it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.10it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.18it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.90it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.03it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.12it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.85it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.01it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.11it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.85it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.00it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.11it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.18it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.88it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.02it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.14it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.86it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.02it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.13it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.83it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 27.99it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.11it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.19it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.89it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.02it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.13it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.86it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.01it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.11it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.82it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 27.99it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.10it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.18it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.89it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.03it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.13it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.87it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.02it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.13it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.86it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.01it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.11it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.19it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.89it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.02it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.13it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.86it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.89it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.06it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.79it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.13it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.76it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.52it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.85it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.91it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.23it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.11it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.70it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.07it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.38it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:07, 5.75it/s]
train: 1%| | 4/391 [00:00<00:23, 16.21it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.05it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.69it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.92it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.05it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.77it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.89it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.35it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.65it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.51it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.76it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.94it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.07it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.79it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.96it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.08it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.83it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.98it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.10it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.84it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.00it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.10it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.18it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.88it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.01it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.13it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.85it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.00it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.10it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.85it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.00it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.12it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.20it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.90it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.05it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.14it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.87it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.01it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.12it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.86it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.01it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.11it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.19it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.88it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.03it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.13it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.84it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 27.99it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.11it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.83it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 27.99it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.10it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.17it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.85it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.00it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.10it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.82it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 27.99it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.10it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.83it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 27.98it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.10it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.17it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.88it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.03it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.12it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.84it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.00it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.11it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.84it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.01it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.12it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.19it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.88it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.03it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.13it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.84it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.00it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.10it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.83it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 27.99it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.10it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.17it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.87it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.01it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.13it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.84it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.00it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.10it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.83it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.98it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.09it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.17it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.89it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.03it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.13it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.84it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 27.99it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.10it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.82it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 27.97it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.09it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.17it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.86it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.00it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.10it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.82it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 27.98it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.10it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.80it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 27.97it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.08it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.16it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.86it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.01it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.10it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.85it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 27.99it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.10it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.84it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 27.99it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.08it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.16it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.86it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.01it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.11it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.84it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.87it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.04it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.74it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.12it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.70it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.41it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.71it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.77it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.09it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.00it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.61it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.00it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.30it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.72it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:12, 5.41it/s]
train: 1%| | 4/391 [00:00<00:24, 15.70it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 20.65it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.41it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 24.75it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 25.92it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.70it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.88it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.33it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.64it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.56it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.80it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.97it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.09it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.82it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 28.00it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.11it/s]
train: 13%|█▎ | 52/391 [00:02<00:12, 27.85it/s]
train: 14%|█▍ | 55/391 [00:02<00:11, 28.01it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.12it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.85it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.00it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.12it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.21it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.91it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.05it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.14it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.86it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.03it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.14it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.85it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.00it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.11it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.19it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.91it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.06it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.15it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.86it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.00it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.12it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.86it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 28.01it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.12it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.19it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.87it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.03it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.13it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.87it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.03it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.12it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.82it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 27.98it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.09it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.16it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.85it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.01it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.12it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.86it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.01it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.12it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.87it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.02it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.12it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.20it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.89it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.02it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.13it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.85it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.01it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.11it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.83it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 27.99it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.10it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.18it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.87it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.04it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.14it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.85it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.01it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.12it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.85it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.00it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.11it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.19it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.89it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.03it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.14it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.85it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.00it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.12it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.88it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 28.03it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.14it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.22it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.93it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.06it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.16it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.86it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.03it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.14it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.85it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 28.00it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.11it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.90it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.05it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.15it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.86it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.02it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.14it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.88it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 28.03it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.14it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.22it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.94it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.06it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.16it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.89it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.04it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.15it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.87it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.02it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.12it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.20it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.90it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.05it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.15it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.86it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.89it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.06it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:09, 7.95it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 39.52it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 51.01it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.66it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.88it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.83it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.09it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.93it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.55it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.90it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.17it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.64it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:06, 5.88it/s]
train: 1%| | 4/391 [00:00<00:23, 16.39it/s]
train: 2%|▏ | 7/391 [00:00<00:18, 21.18it/s]
train: 3%|▎ | 10/391 [00:00<00:16, 23.80it/s]
train: 3%|▎ | 13/391 [00:00<00:15, 25.00it/s]
train: 4%|▍ | 16/391 [00:00<00:14, 26.10it/s]
train: 5%|▍ | 19/391 [00:00<00:13, 26.82it/s]
train: 6%|▌ | 22/391 [00:00<00:13, 26.93it/s]
train: 6%|▋ | 25/391 [00:01<00:13, 27.38it/s]
train: 7%|▋ | 28/391 [00:01<00:13, 27.69it/s]
train: 8%|▊ | 31/391 [00:01<00:13, 27.54it/s]
train: 9%|▊ | 34/391 [00:01<00:12, 27.80it/s]
train: 9%|▉ | 37/391 [00:01<00:12, 27.96it/s]
train: 10%|█ | 40/391 [00:01<00:12, 28.10it/s]
train: 11%|█ | 43/391 [00:01<00:12, 27.83it/s]
train: 12%|█▏ | 46/391 [00:01<00:12, 27.99it/s]
train: 13%|█▎ | 49/391 [00:01<00:12, 28.10it/s]
train: 13%|█▎ | 52/391 [00:01<00:12, 27.83it/s]
train: 14%|█▍ | 55/391 [00:02<00:12, 27.97it/s]
train: 15%|█▍ | 58/391 [00:02<00:11, 28.08it/s]
train: 16%|█▌ | 61/391 [00:02<00:11, 27.84it/s]
train: 16%|█▋ | 64/391 [00:02<00:11, 28.00it/s]
train: 17%|█▋ | 67/391 [00:02<00:11, 28.12it/s]
train: 18%|█▊ | 70/391 [00:02<00:11, 28.20it/s]
train: 19%|█▊ | 73/391 [00:02<00:11, 27.89it/s]
train: 19%|█▉ | 76/391 [00:02<00:11, 28.04it/s]
train: 20%|██ | 79/391 [00:02<00:11, 28.13it/s]
train: 21%|██ | 82/391 [00:03<00:11, 27.84it/s]
train: 22%|██▏ | 85/391 [00:03<00:10, 28.00it/s]
train: 23%|██▎ | 88/391 [00:03<00:10, 28.12it/s]
train: 23%|██▎ | 91/391 [00:03<00:10, 27.85it/s]
train: 24%|██▍ | 94/391 [00:03<00:10, 28.00it/s]
train: 25%|██▍ | 97/391 [00:03<00:10, 28.11it/s]
train: 26%|██▌ | 100/391 [00:03<00:10, 28.18it/s]
train: 26%|██▋ | 103/391 [00:03<00:10, 27.89it/s]
train: 27%|██▋ | 106/391 [00:03<00:10, 28.03it/s]
train: 28%|██▊ | 109/391 [00:04<00:10, 28.13it/s]
train: 29%|██▊ | 112/391 [00:04<00:10, 27.88it/s]
train: 29%|██▉ | 115/391 [00:04<00:09, 28.03it/s]
train: 30%|███ | 118/391 [00:04<00:09, 28.13it/s]
train: 31%|███ | 121/391 [00:04<00:09, 27.83it/s]
train: 32%|███▏ | 124/391 [00:04<00:09, 27.98it/s]
train: 32%|███▏ | 127/391 [00:04<00:09, 28.10it/s]
train: 33%|███▎ | 130/391 [00:04<00:09, 28.19it/s]
train: 34%|███▍ | 133/391 [00:04<00:09, 27.89it/s]
train: 35%|███▍ | 136/391 [00:04<00:09, 28.03it/s]
train: 36%|███▌ | 139/391 [00:05<00:08, 28.13it/s]
train: 36%|███▋ | 142/391 [00:05<00:08, 27.85it/s]
train: 37%|███▋ | 145/391 [00:05<00:08, 28.01it/s]
train: 38%|███▊ | 148/391 [00:05<00:08, 28.13it/s]
train: 39%|███▊ | 151/391 [00:05<00:08, 27.85it/s]
train: 39%|███▉ | 154/391 [00:05<00:08, 28.00it/s]
train: 40%|████ | 157/391 [00:05<00:08, 28.11it/s]
train: 41%|████ | 160/391 [00:05<00:08, 28.20it/s]
train: 42%|████▏ | 163/391 [00:05<00:08, 27.88it/s]
train: 42%|████▏ | 166/391 [00:06<00:08, 28.03it/s]
train: 43%|████▎ | 169/391 [00:06<00:07, 28.14it/s]
train: 44%|████▍ | 172/391 [00:06<00:07, 27.87it/s]
train: 45%|████▍ | 175/391 [00:06<00:07, 28.01it/s]
train: 46%|████▌ | 178/391 [00:06<00:07, 28.12it/s]
train: 46%|████▋ | 181/391 [00:06<00:07, 27.86it/s]
train: 47%|████▋ | 184/391 [00:06<00:07, 28.02it/s]
train: 48%|████▊ | 187/391 [00:06<00:07, 28.12it/s]
train: 49%|████▊ | 190/391 [00:06<00:07, 28.20it/s]
train: 49%|████▉ | 193/391 [00:07<00:07, 27.90it/s]
train: 50%|█████ | 196/391 [00:07<00:06, 28.04it/s]
train: 51%|█████ | 199/391 [00:07<00:06, 28.15it/s]
train: 52%|█████▏ | 202/391 [00:07<00:06, 27.88it/s]
train: 52%|█████▏ | 205/391 [00:07<00:06, 28.03it/s]
train: 53%|█████▎ | 208/391 [00:07<00:06, 28.14it/s]
train: 54%|█████▍ | 211/391 [00:07<00:06, 27.86it/s]
train: 55%|█████▍ | 214/391 [00:07<00:06, 28.01it/s]
train: 55%|█████▌ | 217/391 [00:07<00:06, 28.13it/s]
train: 56%|█████▋ | 220/391 [00:07<00:06, 28.21it/s]
train: 57%|█████▋ | 223/391 [00:08<00:06, 27.90it/s]
train: 58%|█████▊ | 226/391 [00:08<00:05, 28.05it/s]
train: 59%|█████▊ | 229/391 [00:08<00:05, 28.15it/s]
train: 59%|█████▉ | 232/391 [00:08<00:05, 27.86it/s]
train: 60%|██████ | 235/391 [00:08<00:05, 28.02it/s]
train: 61%|██████ | 238/391 [00:08<00:05, 28.12it/s]
train: 62%|██████▏ | 241/391 [00:08<00:05, 27.85it/s]
train: 62%|██████▏ | 244/391 [00:08<00:05, 28.01it/s]
train: 63%|██████▎ | 247/391 [00:08<00:05, 28.12it/s]
train: 64%|██████▍ | 250/391 [00:09<00:05, 28.20it/s]
train: 65%|██████▍ | 253/391 [00:09<00:04, 27.90it/s]
train: 65%|██████▌ | 256/391 [00:09<00:04, 28.05it/s]
train: 66%|██████▌ | 259/391 [00:09<00:04, 28.15it/s]
train: 67%|██████▋ | 262/391 [00:09<00:04, 27.86it/s]
train: 68%|██████▊ | 265/391 [00:09<00:04, 28.01it/s]
train: 69%|██████▊ | 268/391 [00:09<00:04, 28.12it/s]
train: 69%|██████▉ | 271/391 [00:09<00:04, 27.85it/s]
train: 70%|███████ | 274/391 [00:09<00:04, 27.99it/s]
train: 71%|███████ | 277/391 [00:10<00:04, 28.11it/s]
train: 72%|███████▏ | 280/391 [00:10<00:03, 28.19it/s]
train: 72%|███████▏ | 283/391 [00:10<00:03, 27.89it/s]
train: 73%|███████▎ | 286/391 [00:10<00:03, 28.04it/s]
train: 74%|███████▍ | 289/391 [00:10<00:03, 28.13it/s]
train: 75%|███████▍ | 292/391 [00:10<00:03, 27.85it/s]
train: 75%|███████▌ | 295/391 [00:10<00:03, 28.01it/s]
train: 76%|███████▌ | 298/391 [00:10<00:03, 28.11it/s]
train: 77%|███████▋ | 301/391 [00:10<00:03, 27.83it/s]
train: 78%|███████▊ | 304/391 [00:10<00:03, 27.99it/s]
train: 79%|███████▊ | 307/391 [00:11<00:02, 28.11it/s]
train: 79%|███████▉ | 310/391 [00:11<00:02, 28.20it/s]
train: 80%|████████ | 313/391 [00:11<00:02, 27.89it/s]
train: 81%|████████ | 316/391 [00:11<00:02, 28.04it/s]
train: 82%|████████▏ | 319/391 [00:11<00:02, 28.14it/s]
train: 82%|████████▏ | 322/391 [00:11<00:02, 27.85it/s]
train: 83%|████████▎ | 325/391 [00:11<00:02, 28.00it/s]
train: 84%|████████▍ | 328/391 [00:11<00:02, 28.11it/s]
train: 85%|████████▍ | 331/391 [00:11<00:02, 27.84it/s]
train: 85%|████████▌ | 334/391 [00:12<00:02, 27.98it/s]
train: 86%|████████▌ | 337/391 [00:12<00:01, 28.09it/s]
train: 87%|████████▋ | 340/391 [00:12<00:01, 28.18it/s]
train: 88%|████████▊ | 343/391 [00:12<00:01, 27.88it/s]
train: 88%|████████▊ | 346/391 [00:12<00:01, 28.02it/s]
train: 89%|████████▉ | 349/391 [00:12<00:01, 28.12it/s]
train: 90%|█████████ | 352/391 [00:12<00:01, 27.84it/s]
train: 91%|█████████ | 355/391 [00:12<00:01, 28.00it/s]
train: 92%|█████████▏| 358/391 [00:12<00:01, 28.11it/s]
train: 92%|█████████▏| 361/391 [00:13<00:01, 27.84it/s]
train: 93%|█████████▎| 364/391 [00:13<00:00, 28.01it/s]
train: 94%|█████████▍| 367/391 [00:13<00:00, 28.12it/s]
train: 95%|█████████▍| 370/391 [00:13<00:00, 28.19it/s]
train: 95%|█████████▌| 373/391 [00:13<00:00, 27.93it/s]
train: 96%|█████████▌| 376/391 [00:13<00:00, 28.06it/s]
train: 97%|█████████▋| 379/391 [00:13<00:00, 28.15it/s]
train: 98%|█████████▊| 382/391 [00:13<00:00, 27.86it/s]
train: 98%|█████████▊| 385/391 [00:13<00:00, 27.87it/s]
train: 99%|█████████▉| 388/391 [00:13<00:00, 28.05it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.44it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.31it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.10it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.08it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.61it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.79it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.23it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.16it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.82it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.25it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.52it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.87it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:42, 3.81it/s]
train: 1%| | 3/391 [00:00<00:53, 7.22it/s]
train: 1%|▏ | 5/391 [00:00<00:44, 8.62it/s]
train: 2%|▏ | 7/391 [00:00<00:41, 9.33it/s]
train: 2%|▏ | 9/391 [00:01<00:39, 9.76it/s]
train: 3%|▎ | 11/391 [00:01<00:38, 9.96it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.14it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.27it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.35it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.41it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.39it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.44it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.47it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.50it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.46it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.48it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.50it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.51it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.52it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.47it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.49it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.51it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 51/391 [00:05<00:32, 10.47it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.49it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.50it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.51it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.47it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.49it/s]
train: 17%|█▋ | 65/391 [00:06<00:31, 10.51it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.51it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.52it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.47it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.49it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.51it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.51it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.47it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.49it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.51it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.52it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.52it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.47it/s]
train: 24%|██▍ | 93/391 [00:09<00:28, 10.49it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.50it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.51it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.52it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.47it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.49it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.51it/s]
train: 27%|██▋ | 107/391 [00:10<00:27, 10.51it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.47it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.49it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.50it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.51it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.52it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.47it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.49it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.51it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.52it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.52it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.47it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.49it/s]
train: 35%|███▍ | 135/391 [00:13<00:24, 10.51it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.52it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.52it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.47it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.49it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.50it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.51it/s]
train: 38%|███▊ | 149/391 [00:14<00:23, 10.52it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.47it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.49it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.51it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.47it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.49it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.51it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.52it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.52it/s]
train: 44%|████▎ | 171/391 [00:16<00:21, 10.47it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.49it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.51it/s]
train: 45%|████▌ | 177/391 [00:17<00:20, 10.52it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.52it/s]
train: 46%|████▋ | 181/391 [00:17<00:20, 10.47it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.49it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.50it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.47it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.49it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.51it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.52it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.47it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.50it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.51it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.52it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.47it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.49it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.51it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.52it/s]
train: 56%|█████▌ | 219/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.47it/s]
train: 57%|█████▋ | 223/391 [00:21<00:16, 10.50it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.51it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.47it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.49it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.51it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.52it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.47it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.49it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.51it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.52it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.52it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.47it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.49it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.51it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:25<00:12, 10.47it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.49it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.51it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.52it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.52it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.47it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.49it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.50it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.51it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.47it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.49it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.50it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.52it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.52it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.47it/s]
train: 75%|███████▍ | 293/391 [00:28<00:09, 10.49it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.51it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.52it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.47it/s]
train: 77%|███████▋ | 303/391 [00:29<00:08, 10.49it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.50it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.51it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.52it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.47it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.49it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.51it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.51it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.52it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.47it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.49it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.51it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.48it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.50it/s]
train: 86%|████████▌ | 335/391 [00:32<00:05, 10.51it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.52it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.52it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.47it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.49it/s]
train: 88%|████████▊ | 345/391 [00:33<00:04, 10.51it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.52it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.47it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.49it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.51it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.52it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.52it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.47it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.49it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.51it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.52it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.52it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.47it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.49it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.51it/s]
train: 96%|█████████▋| 377/391 [00:36<00:01, 10.51it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.51it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.46it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.45it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.48it/s]
train: 99%|█████████▉| 387/391 [00:37<00:00, 10.50it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.52it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.05it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.51it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.56it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.32it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.19it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.55it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.60it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.96it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.89it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.51it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.91it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.23it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.64it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.26it/s]
train: 1%| | 3/391 [00:00<00:50, 7.62it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.88it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.03it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.20it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.30it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.41it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.45it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.48it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.46it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.49it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.50it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.52it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.47it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.49it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.51it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.47it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.49it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.51it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.51it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.47it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.49it/s]
train: 17%|█▋ | 65/391 [00:06<00:31, 10.50it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.52it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.52it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.47it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.49it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.51it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.52it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.47it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.49it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.51it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.52it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.52it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.47it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.49it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.50it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.52it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.52it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.47it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.49it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.50it/s]
train: 27%|██▋ | 107/391 [00:10<00:27, 10.52it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.47it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.49it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.50it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.52it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.52it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.47it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.49it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.51it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.52it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.52it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.47it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.49it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.51it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.52it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.48it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.50it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.51it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.52it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.47it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.49it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.51it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.47it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.49it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.51it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.51it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.52it/s]
train: 44%|████▎ | 171/391 [00:16<00:21, 10.47it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.49it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.50it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.51it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.52it/s]
train: 46%|████▋ | 181/391 [00:17<00:20, 10.46it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.48it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.50it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.51it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.47it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.49it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.50it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.51it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.52it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.47it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.49it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.50it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.51it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.47it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.49it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.51it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.51it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.52it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.47it/s]
train: 57%|█████▋ | 223/391 [00:21<00:16, 10.49it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.51it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.47it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.49it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.51it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.47it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.49it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.51it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.52it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.52it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.47it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.49it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.51it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.47it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.49it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.51it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.52it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.52it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.47it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.49it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.50it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.51it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.47it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.49it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.50it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.51it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.52it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.47it/s]
train: 75%|███████▍ | 293/391 [00:28<00:09, 10.49it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.51it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.52it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.47it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.49it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.51it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.52it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.47it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.49it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.51it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.52it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.47it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.49it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.50it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.51it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.47it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.49it/s]
train: 86%|████████▌ | 335/391 [00:32<00:05, 10.50it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.51it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.52it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.47it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.49it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.50it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.52it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.52it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.47it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.49it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.50it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.51it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.52it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.47it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.49it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.51it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.52it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.52it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.47it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.49it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.51it/s]
train: 96%|█████████▋| 377/391 [00:36<00:01, 10.52it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.52it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.47it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.46it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.49it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.52it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.04it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.53it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.47it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.24it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.19it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.59it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.78it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.14it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.09it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.68it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.12it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.40it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.28it/s]
train: 1%| | 3/391 [00:00<00:50, 7.63it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.89it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.04it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.20it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.31it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.40it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.44it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.48it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.46it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.48it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.50it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.51it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.52it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.46it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.49it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.50it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.51it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.46it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.49it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.50it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.51it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.46it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.49it/s]
train: 17%|█▋ | 65/391 [00:06<00:31, 10.50it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.51it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.52it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.46it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.49it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.50it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.51it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.47it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.49it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.50it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.51it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.52it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.47it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.49it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.50it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.51it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.52it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.47it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.49it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.50it/s]
train: 27%|██▋ | 107/391 [00:10<00:27, 10.51it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.47it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.49it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.50it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.51it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.52it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.46it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.48it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.50it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.51it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.52it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.47it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.49it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.50it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.51it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.52it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.46it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.49it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.50it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.51it/s]
train: 38%|███▊ | 149/391 [00:14<00:23, 10.52it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.47it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.49it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.50it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.51it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.47it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.49it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.50it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.51it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.52it/s]
train: 44%|████▎ | 171/391 [00:16<00:21, 10.47it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.49it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.50it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.51it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.52it/s]
train: 46%|████▋ | 181/391 [00:17<00:20, 10.46it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.49it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.50it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.51it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.51it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.46it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.48it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.50it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.51it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.52it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.47it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.49it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.50it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.51it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.46it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.48it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.50it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.51it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.52it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.47it/s]
train: 57%|█████▋ | 223/391 [00:21<00:16, 10.49it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.50it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.51it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.46it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.49it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.50it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.51it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.52it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.46it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.48it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.50it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.51it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.52it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.46it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.48it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.50it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.51it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 261/391 [00:25<00:12, 10.46it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.49it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.50it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.51it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.52it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.46it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.49it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.50it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.51it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.46it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.49it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.50it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.51it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.52it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.46it/s]
train: 75%|███████▍ | 293/391 [00:28<00:09, 10.49it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.50it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.51it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.46it/s]
train: 77%|███████▋ | 303/391 [00:29<00:08, 10.49it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.50it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.51it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.52it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.47it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.49it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.50it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.51it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.52it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.46it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.49it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.50it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.51it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.47it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.49it/s]
train: 86%|████████▌ | 335/391 [00:32<00:05, 10.50it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.51it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.52it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.47it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.49it/s]
train: 88%|████████▊ | 345/391 [00:33<00:04, 10.50it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.51it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.52it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.47it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.49it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.51it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.52it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.52it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.47it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.49it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.50it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.52it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.52it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.47it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.49it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.50it/s]
train: 96%|█████████▋| 377/391 [00:36<00:01, 10.51it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.52it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.46it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.45it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.48it/s]
train: 99%|█████████▉| 387/391 [00:37<00:00, 10.50it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.51it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.04it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.33it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.03it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.93it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.85it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.33it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.51it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.91it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.83it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.48it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.90it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.21it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.61it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.27it/s]
train: 1%| | 3/391 [00:00<00:50, 7.62it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.89it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.04it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.20it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.30it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.40it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.44it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.47it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.50it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.46it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.48it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.50it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.51it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.52it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.46it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.48it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.50it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.51it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.46it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.48it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.50it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.51it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.46it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.49it/s]
train: 17%|█▋ | 65/391 [00:06<00:31, 10.50it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.51it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.52it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.46it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.49it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.50it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.51it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.46it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.49it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.50it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.51it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.52it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.46it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.49it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.50it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.51it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.52it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.46it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.49it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.50it/s]
train: 27%|██▋ | 107/391 [00:10<00:27, 10.51it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.47it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.49it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.50it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.51it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.52it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.46it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.48it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.50it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.51it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.52it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.46it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.48it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.50it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.51it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.52it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.46it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.48it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.50it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.51it/s]
train: 38%|███▊ | 149/391 [00:14<00:23, 10.52it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.46it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.48it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.50it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.51it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.46it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.49it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.50it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.51it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.52it/s]
train: 44%|████▎ | 171/391 [00:16<00:21, 10.46it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.48it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.50it/s]
train: 45%|████▌ | 177/391 [00:17<00:20, 10.51it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.52it/s]
train: 46%|████▋ | 181/391 [00:17<00:20, 10.46it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.48it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.50it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.51it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.45it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.48it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.50it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.51it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.52it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.46it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.48it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.50it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.51it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.46it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.49it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.50it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.51it/s]
train: 56%|█████▌ | 219/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.46it/s]
train: 57%|█████▋ | 223/391 [00:21<00:16, 10.48it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.50it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.51it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.46it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.49it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.50it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.51it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.52it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.46it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.49it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.50it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.51it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.52it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.46it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.49it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.50it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.51it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 261/391 [00:25<00:12, 10.46it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.49it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.50it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.51it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.52it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.46it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.48it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.50it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.51it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.47it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.49it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.50it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.51it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.52it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.46it/s]
train: 75%|███████▍ | 293/391 [00:28<00:09, 10.49it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.50it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.51it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.46it/s]
train: 77%|███████▋ | 303/391 [00:29<00:08, 10.48it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.50it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.51it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.52it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.46it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.48it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.50it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.51it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.52it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.46it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.48it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.50it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.51it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.46it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.48it/s]
train: 86%|████████▌ | 335/391 [00:32<00:05, 10.50it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.51it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.52it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.46it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.49it/s]
train: 88%|████████▊ | 345/391 [00:33<00:04, 10.50it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.51it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.52it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.46it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.48it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.50it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.51it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.52it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.46it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.48it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.50it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.51it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.52it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.46it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.48it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.50it/s]
train: 96%|█████████▋| 377/391 [00:36<00:01, 10.51it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.52it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.47it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.46it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.49it/s]
train: 99%|█████████▉| 387/391 [00:37<00:00, 10.51it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.52it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.06it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.54it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.57it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.27it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.17it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.60it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.74it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.11it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.98it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.59it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.05it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.35it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.72it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.23it/s]
train: 1%| | 3/391 [00:00<00:51, 7.59it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.87it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.51it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.02it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.19it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.30it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.40it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.44it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.47it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.50it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.45it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.48it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.50it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.51it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.52it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.46it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.48it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.50it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.51it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 51/391 [00:05<00:32, 10.46it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.48it/s]
train: 14%|█▍ | 55/391 [00:05<00:32, 10.50it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.51it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.46it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.49it/s]
train: 17%|█▋ | 65/391 [00:06<00:31, 10.50it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.51it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.52it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.45it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.48it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.50it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.51it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.45it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.48it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.49it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.51it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.51it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.46it/s]
train: 24%|██▍ | 93/391 [00:09<00:28, 10.48it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.50it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.51it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.52it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.46it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.48it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.49it/s]
train: 27%|██▋ | 107/391 [00:10<00:27, 10.51it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.51it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.46it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.48it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.50it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.51it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.52it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.46it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.49it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.50it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.51it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.52it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.46it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.48it/s]
train: 35%|███▍ | 135/391 [00:13<00:24, 10.50it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.51it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.52it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.46it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.48it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.50it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.51it/s]
train: 38%|███▊ | 149/391 [00:14<00:23, 10.52it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.46it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.48it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.50it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.51it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.51it/s]
train: 41%|████ | 161/391 [00:15<00:22, 10.45it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.48it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.50it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.51it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.52it/s]
train: 44%|████▎ | 171/391 [00:16<00:21, 10.46it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.48it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.50it/s]
train: 45%|████▌ | 177/391 [00:17<00:20, 10.51it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.52it/s]
train: 46%|████▋ | 181/391 [00:17<00:20, 10.45it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.48it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.50it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.51it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.51it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.46it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.48it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.50it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.51it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.52it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.45it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.48it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.49it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.50it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.51it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.46it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.47it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.49it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.50it/s]
train: 56%|█████▌ | 219/391 [00:21<00:16, 10.50it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.45it/s]
train: 57%|█████▋ | 223/391 [00:21<00:16, 10.47it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.49it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.50it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.51it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.46it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.48it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.50it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.51it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.52it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.46it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.48it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.50it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.51it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.52it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.47it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.49it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.50it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.51it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 261/391 [00:25<00:12, 10.46it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.48it/s]
train: 68%|██████▊ | 265/391 [00:25<00:12, 10.50it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.51it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.51it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.46it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.48it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.50it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.51it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.46it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.48it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.50it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.51it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.52it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.46it/s]
train: 75%|███████▍ | 293/391 [00:28<00:09, 10.48it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.50it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.51it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.51it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.46it/s]
train: 77%|███████▋ | 303/391 [00:29<00:08, 10.48it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.50it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.51it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.52it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.46it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.48it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.50it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.51it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.52it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.45it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.48it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.50it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.51it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.51it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.45it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.48it/s]
train: 86%|████████▌ | 335/391 [00:32<00:05, 10.50it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.51it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.51it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.46it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.48it/s]
train: 88%|████████▊ | 345/391 [00:33<00:04, 10.50it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.50it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.51it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.45it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.48it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.50it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.51it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.51it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.45it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.48it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.49it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.51it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.51it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.45it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.48it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.49it/s]
train: 96%|█████████▋| 377/391 [00:36<00:01, 10.51it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.51it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.46it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.45it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.48it/s]
train: 99%|█████████▉| 387/391 [00:37<00:00, 10.50it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.51it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.03it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.39it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.18it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.02it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.95it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.40it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.57it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.96it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.87it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.48it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.88it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.18it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.62it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.26it/s]
train: 1%| | 3/391 [00:00<00:50, 7.61it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.88it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.51it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.02it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.18it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.29it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.37it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.42it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.39it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.43it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.46it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.48it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.50it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.44it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.47it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.49it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.50it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.51it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.45it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.48it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.49it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.51it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.51it/s]
train: 13%|█▎ | 51/391 [00:05<00:32, 10.45it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.48it/s]
train: 14%|█▍ | 55/391 [00:05<00:32, 10.50it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.51it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.46it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.48it/s]
train: 17%|█▋ | 65/391 [00:06<00:31, 10.50it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.51it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.52it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.46it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.48it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.49it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.50it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.51it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.45it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.48it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.49it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.51it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.51it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.45it/s]
train: 24%|██▍ | 93/391 [00:09<00:28, 10.48it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.49it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.50it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.51it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.45it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.48it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.50it/s]
train: 27%|██▋ | 107/391 [00:10<00:27, 10.51it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.46it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.48it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.50it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.51it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.52it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.45it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.48it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.49it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.50it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.51it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.45it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.48it/s]
train: 35%|███▍ | 135/391 [00:13<00:24, 10.49it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.51it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.51it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.45it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.48it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.49it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.51it/s]
train: 38%|███▊ | 149/391 [00:14<00:23, 10.52it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.46it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.48it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.49it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.51it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.46it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.48it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.49it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.51it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.51it/s]
train: 44%|████▎ | 171/391 [00:16<00:21, 10.45it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.47it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.49it/s]
train: 45%|████▌ | 177/391 [00:17<00:20, 10.50it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.51it/s]
train: 46%|████▋ | 181/391 [00:17<00:20, 10.45it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.48it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.49it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.51it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.45it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.48it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.50it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.51it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.52it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.46it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.48it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.50it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.51it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.46it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.48it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.49it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.50it/s]
train: 56%|█████▌ | 219/391 [00:21<00:16, 10.51it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.46it/s]
train: 57%|█████▋ | 223/391 [00:21<00:16, 10.48it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.50it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.51it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.45it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.48it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.49it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.51it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.52it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.46it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.48it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.50it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.51it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.52it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.45it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.48it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.50it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.51it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.51it/s]
train: 67%|██████▋ | 261/391 [00:25<00:12, 10.45it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.48it/s]
train: 68%|██████▊ | 265/391 [00:25<00:12, 10.49it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.50it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.52it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.45it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.48it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.49it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.50it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.51it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.45it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.48it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.49it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.51it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.52it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.45it/s]
train: 75%|███████▍ | 293/391 [00:28<00:09, 10.47it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.49it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.51it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.45it/s]
train: 77%|███████▋ | 303/391 [00:29<00:08, 10.48it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.50it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.51it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.52it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.45it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.48it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.49it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.51it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.51it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.45it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.47it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.49it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.50it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.51it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.45it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.47it/s]
train: 86%|████████▌ | 335/391 [00:32<00:05, 10.49it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.51it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.52it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.45it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.48it/s]
train: 88%|████████▊ | 345/391 [00:33<00:04, 10.50it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.51it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.52it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.45it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.48it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.49it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.51it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.52it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.45it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.47it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.49it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.50it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.51it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.45it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.48it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.50it/s]
train: 96%|█████████▋| 377/391 [00:36<00:01, 10.51it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.52it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.45it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.44it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.47it/s]
train: 99%|█████████▉| 387/391 [00:37<00:00, 10.50it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.51it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.04it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.47it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.43it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.18it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.14it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.48it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.56it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.94it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.87it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.49it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.90it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.16it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.61it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.20it/s]
train: 1%| | 3/391 [00:00<00:51, 7.57it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.85it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.49it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.86it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.01it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.17it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.29it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.36it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.41it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.37it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.42it/s]
train: 6%|▋ | 25/391 [00:02<00:35, 10.45it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.48it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.49it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.44it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.47it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.48it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.50it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.51it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.45it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.48it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.50it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.51it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 51/391 [00:05<00:32, 10.46it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.48it/s]
train: 14%|█▍ | 55/391 [00:05<00:32, 10.50it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.51it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.45it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.48it/s]
train: 17%|█▋ | 65/391 [00:06<00:31, 10.50it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.51it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.51it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.45it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.48it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.50it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.51it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.51it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.45it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.48it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.49it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.51it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.51it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.45it/s]
train: 24%|██▍ | 93/391 [00:09<00:28, 10.48it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.50it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.51it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.52it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.45it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.48it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.49it/s]
train: 27%|██▋ | 107/391 [00:10<00:27, 10.50it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.51it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.45it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.47it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.49it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.51it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.51it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.45it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.47it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.49it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.50it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.51it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.45it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.48it/s]
train: 35%|███▍ | 135/391 [00:13<00:24, 10.49it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.51it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.52it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.45it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.48it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.49it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.50it/s]
train: 38%|███▊ | 149/391 [00:14<00:23, 10.51it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.45it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.47it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.49it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.50it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.51it/s]
train: 41%|████ | 161/391 [00:15<00:22, 10.45it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.48it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.49it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.50it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.51it/s]
train: 44%|████▎ | 171/391 [00:16<00:21, 10.45it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.47it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.49it/s]
train: 45%|████▌ | 177/391 [00:17<00:20, 10.50it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.51it/s]
train: 46%|████▋ | 181/391 [00:17<00:20, 10.45it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.47it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.49it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.51it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.51it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.45it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.48it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.49it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.51it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.51it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.45it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.47it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.49it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.50it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.51it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.45it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.47it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.49it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.51it/s]
train: 56%|█████▌ | 219/391 [00:21<00:16, 10.51it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.45it/s]
train: 57%|█████▋ | 223/391 [00:21<00:16, 10.47it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.49it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.50it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.51it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.45it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.47it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.49it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.50it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.51it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.44it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.47it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.49it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.50it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.51it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.45it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.48it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.50it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.51it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 261/391 [00:25<00:12, 10.45it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.48it/s]
train: 68%|██████▊ | 265/391 [00:25<00:12, 10.50it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.51it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.52it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.45it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.48it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.49it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.50it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.51it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.45it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.48it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.50it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.51it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.52it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.45it/s]
train: 75%|███████▍ | 293/391 [00:28<00:09, 10.48it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.50it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.51it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.45it/s]
train: 77%|███████▋ | 303/391 [00:29<00:08, 10.48it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.50it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.51it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.52it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.45it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.48it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.50it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.51it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.52it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.45it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.47it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.49it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.50it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.51it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.44it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.47it/s]
train: 86%|████████▌ | 335/391 [00:32<00:05, 10.49it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.50it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.52it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.45it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.48it/s]
train: 88%|████████▊ | 345/391 [00:33<00:04, 10.49it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.51it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.51it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.45it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.48it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.49it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.51it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.52it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.44it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.47it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.49it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.50it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.51it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.44it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.47it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.49it/s]
train: 96%|█████████▋| 377/391 [00:36<00:01, 10.50it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.51it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.44it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.44it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.47it/s]
train: 99%|█████████▉| 387/391 [00:37<00:00, 10.49it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.51it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.05it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.56it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.60it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.29it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.16it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.53it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.60it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.97it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.86it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.43it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.85it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.17it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.60it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:35, 4.07it/s]
train: 1%| | 3/391 [00:00<00:52, 7.45it/s]
train: 1%|▏ | 5/391 [00:00<00:44, 8.77it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.44it/s]
train: 2%|▏ | 9/391 [00:01<00:38, 9.82it/s]
train: 3%|▎ | 11/391 [00:01<00:38, 9.98it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.16it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.27it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.36it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.41it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.37it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.42it/s]
train: 6%|▋ | 25/391 [00:02<00:35, 10.45it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.47it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.49it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.43it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.46it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.49it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.50it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.51it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.44it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.47it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.49it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.50it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.51it/s]
train: 13%|█▎ | 51/391 [00:05<00:32, 10.45it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.48it/s]
train: 14%|█▍ | 55/391 [00:05<00:32, 10.50it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.51it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.44it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.47it/s]
train: 17%|█▋ | 65/391 [00:06<00:31, 10.49it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.50it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.51it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.43it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.46it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.48it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.50it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.51it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.44it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.47it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.49it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.50it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.51it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.44it/s]
train: 24%|██▍ | 93/391 [00:09<00:28, 10.47it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.49it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.50it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.51it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.44it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.47it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.49it/s]
train: 27%|██▋ | 107/391 [00:10<00:27, 10.50it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.51it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.44it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.47it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.49it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.50it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.51it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.44it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.47it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.49it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.50it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.50it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.43it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.46it/s]
train: 35%|███▍ | 135/391 [00:13<00:24, 10.48it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.50it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.51it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.44it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.47it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.49it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.50it/s]
train: 38%|███▊ | 149/391 [00:14<00:23, 10.51it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.44it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.47it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.49it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.50it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.51it/s]
train: 41%|████ | 161/391 [00:15<00:22, 10.43it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.46it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.48it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.50it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.51it/s]
train: 44%|████▎ | 171/391 [00:16<00:21, 10.44it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.47it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.49it/s]
train: 45%|████▌ | 177/391 [00:17<00:20, 10.50it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.51it/s]
train: 46%|████▋ | 181/391 [00:17<00:20, 10.44it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.47it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.49it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.50it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.51it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.44it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.47it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.49it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.50it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.51it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.44it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.47it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.49it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.50it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.51it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.43it/s]
train: 54%|█████▍ | 213/391 [00:20<00:17, 10.46it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.48it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.50it/s]
train: 56%|█████▌ | 219/391 [00:21<00:16, 10.51it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.44it/s]
train: 57%|█████▋ | 223/391 [00:21<00:16, 10.46it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.49it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.50it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.51it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.43it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.46it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.48it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.50it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.51it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.42it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.45it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.47it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.49it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.50it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.42it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.45it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.48it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.49it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.50it/s]
train: 67%|██████▋ | 261/391 [00:25<00:12, 10.44it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.47it/s]
train: 68%|██████▊ | 265/391 [00:25<00:12, 10.49it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.50it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.51it/s]
train: 69%|██████▉ | 271/391 [00:26<00:11, 10.43it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.46it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.49it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.50it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.51it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.44it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.47it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.49it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.50it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.52it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.44it/s]
train: 75%|███████▍ | 293/391 [00:28<00:09, 10.47it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.49it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.50it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.51it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.44it/s]
train: 77%|███████▋ | 303/391 [00:29<00:08, 10.47it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.49it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.50it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.51it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.43it/s]
train: 80%|████████ | 313/391 [00:30<00:07, 10.46it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.48it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.50it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.51it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.44it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.47it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.49it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.50it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.51it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.44it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.47it/s]
train: 86%|████████▌ | 335/391 [00:32<00:05, 10.49it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.50it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.51it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.43it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.46it/s]
train: 88%|████████▊ | 345/391 [00:33<00:04, 10.48it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.50it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.51it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.44it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.47it/s]
train: 91%|█████████ | 355/391 [00:34<00:03, 10.48it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.50it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.51it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.43it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.46it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.48it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.49it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.51it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.44it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.47it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.49it/s]
train: 96%|█████████▋| 377/391 [00:36<00:01, 10.50it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.51it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.44it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.43it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.46it/s]
train: 99%|█████████▉| 387/391 [00:37<00:00, 10.49it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.51it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.06it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.57it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.61it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.38it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.13it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.51it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.64it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.01it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.87it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.49it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.90it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.17it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.61it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.21it/s]
train: 1%| | 3/391 [00:00<00:51, 7.57it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.85it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.50it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.86it/s]
train: 3%|▎ | 11/391 [00:01<00:38, 10.00it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.17it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.29it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.36it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.42it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.38it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.42it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.46it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.48it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.50it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.43it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.46it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.48it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.49it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.51it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.44it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.47it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.49it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.50it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.51it/s]
train: 13%|█▎ | 51/391 [00:05<00:32, 10.45it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.47it/s]
train: 14%|█▍ | 55/391 [00:05<00:32, 10.49it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.50it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.51it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.45it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.48it/s]
train: 17%|█▋ | 65/391 [00:06<00:31, 10.49it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.51it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.52it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.44it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.47it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.49it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.50it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.51it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.45it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.47it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.49it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.51it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.51it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.45it/s]
train: 24%|██▍ | 93/391 [00:09<00:28, 10.48it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.49it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.50it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.51it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.45it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.47it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.49it/s]
train: 27%|██▋ | 107/391 [00:10<00:27, 10.50it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.51it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.45it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.48it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.50it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.51it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.52it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.45it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.47it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.49it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.50it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.51it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.45it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.48it/s]
train: 35%|███▍ | 135/391 [00:13<00:24, 10.50it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.51it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.51it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.45it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.47it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.49it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.50it/s]
train: 38%|███▊ | 149/391 [00:14<00:23, 10.51it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.45it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.48it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.50it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.51it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.51it/s]
train: 41%|████ | 161/391 [00:15<00:22, 10.45it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.48it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.50it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.51it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.52it/s]
train: 44%|████▎ | 171/391 [00:16<00:21, 10.44it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.47it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.49it/s]
train: 45%|████▌ | 177/391 [00:17<00:20, 10.50it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.51it/s]
train: 46%|████▋ | 181/391 [00:17<00:20, 10.46it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.48it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.50it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.51it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.45it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.48it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.49it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.51it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.51it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.45it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.47it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.49it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.50it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.51it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.45it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.48it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.49it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.51it/s]
train: 56%|█████▌ | 219/391 [00:21<00:16, 10.51it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.45it/s]
train: 57%|█████▋ | 223/391 [00:21<00:16, 10.48it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.50it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.51it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.46it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.49it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.50it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.51it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.52it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.45it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.48it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.50it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.51it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.52it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.46it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.49it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.50it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.51it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 261/391 [00:25<00:12, 10.46it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.48it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.50it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.51it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.52it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.46it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.49it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.50it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.51it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.45it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.48it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.50it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.51it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.52it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.45it/s]
train: 75%|███████▍ | 293/391 [00:28<00:09, 10.48it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.50it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.51it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.46it/s]
train: 77%|███████▋ | 303/391 [00:29<00:08, 10.48it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.50it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.51it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.52it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.46it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.49it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.50it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.51it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.52it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.46it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.48it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.50it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.51it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.45it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.48it/s]
train: 86%|████████▌ | 335/391 [00:32<00:05, 10.50it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.51it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.52it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.45it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.47it/s]
train: 88%|████████▊ | 345/391 [00:33<00:04, 10.48it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.50it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.51it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.43it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.47it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.49it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.50it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.51it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.45it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.48it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.49it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.51it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.52it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.45it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.48it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.50it/s]
train: 96%|█████████▋| 377/391 [00:36<00:01, 10.51it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.52it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.45it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.44it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.47it/s]
train: 99%|█████████▉| 387/391 [00:37<00:00, 10.50it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.51it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.07it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.58it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.67it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.42it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.29it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.71it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.81it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.15it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.08it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.68it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.11it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.36it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.26it/s]
train: 1%| | 3/391 [00:00<00:50, 7.62it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.89it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.03it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.19it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.30it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.40it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.44it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.47it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.43it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.47it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.49it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.50it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.51it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.47it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.49it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.50it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.51it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.48it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.50it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.51it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.52it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.48it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.49it/s]
train: 17%|█▋ | 65/391 [00:06<00:31, 10.50it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.51it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.52it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.47it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.49it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.50it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.50it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.50it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.46it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.48it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.50it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.51it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.52it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.45it/s]
train: 24%|██▍ | 93/391 [00:09<00:28, 10.48it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.50it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.51it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.52it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.45it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.48it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.50it/s]
train: 27%|██▋ | 107/391 [00:10<00:27, 10.51it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.45it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.48it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.49it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.50it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.52it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.46it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.48it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.50it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.51it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.52it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.46it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.49it/s]
train: 35%|███▍ | 135/391 [00:13<00:24, 10.50it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.52it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.52it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.48it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.50it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.51it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.52it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.48it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.50it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.51it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.48it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.50it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.51it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.52it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:21, 10.47it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.49it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.51it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.52it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:20, 10.48it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.50it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.51it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.47it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.49it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.51it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.52it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.49it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.50it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.51it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.52it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.49it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.51it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.49it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.51it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.50it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.51it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.46it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.49it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.50it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.51it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.52it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.44it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.47it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.49it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.50it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.51it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.48it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.50it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.51it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.52it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.48it/s]
train: 75%|███████▍ | 293/391 [00:28<00:09, 10.50it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.51it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.52it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.48it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.49it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.51it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.52it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:32<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.54it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.50it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.52it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.48it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.50it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.51it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.52it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.52it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.47it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.49it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.51it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.52it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.52it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.49it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.50it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.51it/s]
train: 96%|█████████▋| 377/391 [00:36<00:01, 10.52it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.46it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.45it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.48it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.52it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.10it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.32it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.01it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.87it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.88it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.40it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.61it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.06it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.95it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.58it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.04it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.34it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.73it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.30it/s]
train: 1%| | 3/391 [00:00<00:50, 7.65it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.90it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.53it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.89it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.05it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.21it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.31it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.39it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.44it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.47it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.46it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.48it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.50it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.51it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.52it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.45it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.48it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.49it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.51it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.45it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.48it/s]
train: 14%|█▍ | 55/391 [00:05<00:32, 10.50it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.51it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.47it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.49it/s]
train: 17%|█▋ | 65/391 [00:06<00:31, 10.51it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.52it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.52it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.47it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.49it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.51it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.52it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.48it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.50it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.51it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.52it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.50it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.51it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.52it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.52it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.47it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.49it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.50it/s]
train: 27%|██▋ | 107/391 [00:10<00:27, 10.52it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.51it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.48it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.50it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.51it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.52it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.52it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.49it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.50it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.52it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.52it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.46it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.49it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.50it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.52it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.52it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.48it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.50it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.51it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.51it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.54it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:20, 10.48it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.50it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.51it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.47it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.49it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.50it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.51it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.52it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.50it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.51it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.52it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.51it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.45it/s]
train: 57%|█████▋ | 223/391 [00:21<00:16, 10.48it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.49it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.51it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.48it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.49it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.51it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.52it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.48it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.50it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.51it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.52it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.49it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.50it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.50it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.51it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.52it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.52it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.49it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.51it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.52it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.52it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.47it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.49it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.50it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.51it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.52it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.47it/s]
train: 75%|███████▍ | 293/391 [00:28<00:09, 10.49it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.50it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.51it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.49it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.51it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.52it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.50it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.51it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.52it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.49it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.50it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.51it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.46it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.49it/s]
train: 86%|████████▌ | 335/391 [00:32<00:05, 10.48it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.50it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.51it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.47it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.49it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.51it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.52it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.52it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.48it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.50it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.51it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.52it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.48it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.50it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.51it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.52it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.52it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.46it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.48it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.50it/s]
train: 96%|█████████▋| 377/391 [00:36<00:01, 10.51it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.52it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.47it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.46it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.49it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.52it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.06it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.99it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.22it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.23it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.47it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.10it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.30it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.77it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.71it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.41it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.89it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.22it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.64it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.21it/s]
train: 1%| | 3/391 [00:00<00:51, 7.58it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.85it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.50it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.86it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.07it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.44it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.50it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.46it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.48it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.50it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.51it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.46it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.48it/s]
train: 14%|█▍ | 55/391 [00:05<00:32, 10.50it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.51it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.50it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.51it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.52it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.46it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.49it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.50it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.51it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.48it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.50it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.51it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.52it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.46it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.48it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.50it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.51it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.52it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.48it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.50it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.51it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.48it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.50it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.51it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.52it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.52it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.45it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.47it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.49it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.51it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.52it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.46it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.49it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.50it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.51it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.52it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.47it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.49it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.50it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.51it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.52it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.51it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.46it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.48it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.49it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.50it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.52it/s]
train: 44%|████▎ | 171/391 [00:16<00:21, 10.47it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.49it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.50it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.51it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.52it/s]
train: 46%|████▋ | 181/391 [00:17<00:20, 10.46it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.48it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.50it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.51it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.47it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.49it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.51it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.52it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.52it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.48it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.49it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.51it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.52it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.46it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.49it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.50it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.51it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.52it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.48it/s]
train: 57%|█████▋ | 223/391 [00:21<00:16, 10.49it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.51it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.46it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.49it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.50it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.51it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.52it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.48it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.49it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.51it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.52it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.49it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.50it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.51it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.45it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.48it/s]
train: 68%|██████▊ | 265/391 [00:25<00:12, 10.50it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.51it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.51it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.41it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.45it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.47it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.49it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.51it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.49it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.51it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.52it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.50it/s]
train: 75%|███████▍ | 293/391 [00:28<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.52it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.50it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.51it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.52it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.52it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.49it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.50it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.51it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.52it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.47it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.49it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.51it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.51it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.47it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.49it/s]
train: 86%|████████▌ | 335/391 [00:32<00:05, 10.51it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.52it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.52it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.46it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.49it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.50it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.51it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.52it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.51it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.50it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.51it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.52it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.52it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.46it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.48it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.50it/s]
train: 96%|█████████▋| 377/391 [00:36<00:01, 10.51it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.52it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.48it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.46it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.49it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.52it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.05it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.30it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.99it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.89it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.92it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.45it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.61it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.00it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.93it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.56it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.99it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.30it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.67it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.32it/s]
train: 1%| | 3/391 [00:00<00:50, 7.66it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.91it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.53it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.89it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.04it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.20it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.31it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.42it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.45it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.48it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.48it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.50it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.51it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.52it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.47it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.49it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.51it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.51it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.47it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.49it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.50it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.51it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.46it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.48it/s]
train: 17%|█▋ | 65/391 [00:06<00:31, 10.50it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.51it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.51it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.45it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.48it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.50it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.51it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.49it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.50it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.51it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.52it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.52it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.50it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.52it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.52it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.49it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.51it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.51it/s]
train: 27%|██▋ | 107/391 [00:10<00:27, 10.52it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.46it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.48it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.50it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.51it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.51it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.46it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.48it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.50it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.50it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.51it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.46it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.48it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.50it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.51it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.51it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.47it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.49it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.51it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.52it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.47it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.49it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.51it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.51it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.51it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:21, 10.47it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.49it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.50it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.51it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.52it/s]
train: 46%|████▋ | 181/391 [00:17<00:20, 10.44it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.47it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.49it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.50it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.51it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.48it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.50it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.51it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.52it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.12it/s]
train: 52%|█████▏ | 203/391 [00:19<00:18, 10.24it/s]
train: 52%|█████▏ | 205/391 [00:19<00:18, 10.33it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.39it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.43it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.43it/s]
train: 54%|█████▍ | 213/391 [00:20<00:17, 10.46it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.48it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.50it/s]
train: 56%|█████▌ | 219/391 [00:21<00:16, 10.51it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.50it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.51it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.50it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.51it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.52it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.48it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.49it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.51it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.52it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.52it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.47it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.49it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.51it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 261/391 [00:25<00:12, 10.47it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.49it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.50it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.51it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.52it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.49it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.50it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.52it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.52it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.47it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.49it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.51it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.51it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.52it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.49it/s]
train: 75%|███████▍ | 293/391 [00:28<00:09, 10.51it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.52it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.52it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.47it/s]
train: 77%|███████▋ | 303/391 [00:29<00:08, 10.49it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.50it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.51it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.51it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.46it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.49it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.50it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.51it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.52it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.47it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.49it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.50it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.51it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.49it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.51it/s]
train: 86%|████████▌ | 335/391 [00:32<00:05, 10.51it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.52it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.50it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.51it/s]
train: 88%|████████▊ | 345/391 [00:33<00:04, 10.52it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.52it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.52it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.49it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.50it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.51it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.52it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.46it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.48it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.50it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.51it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.52it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.46it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.48it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.50it/s]
train: 96%|█████████▋| 377/391 [00:36<00:01, 10.51it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.52it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.45it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.44it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.47it/s]
train: 99%|█████████▉| 387/391 [00:37<00:00, 10.50it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.51it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.08it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.52it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.53it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.23it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.06it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.47it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.63it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.02it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.92it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.52it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.95it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.25it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.65it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.22it/s]
train: 1%| | 3/391 [00:00<00:51, 7.58it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.86it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.50it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.86it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.03it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.19it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.30it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.37it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.42it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.44it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.47it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.49it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.50it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.51it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.52it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.49it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.50it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.51it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.47it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.49it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.50it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.51it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.47it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.50it/s]
train: 17%|█▋ | 65/391 [00:06<00:31, 10.51it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.52it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.52it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.49it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.50it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.51it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.52it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.51it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.45it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.48it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.49it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.51it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.52it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.46it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.48it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.50it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.51it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.52it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.48it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.50it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.51it/s]
train: 27%|██▋ | 107/391 [00:10<00:27, 10.51it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.47it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.49it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.50it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.51it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.52it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.48it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.49it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.50it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.51it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.52it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.47it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.48it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.50it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.51it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.52it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.47it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.49it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.50it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.51it/s]
train: 38%|███▊ | 149/391 [00:14<00:23, 10.52it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.50it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.51it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.52it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.51it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.51it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:20, 10.50it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.51it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.51it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.47it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.49it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.50it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.51it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.52it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.47it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.49it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.50it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.51it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.51it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.48it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.49it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.51it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.51it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.52it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.48it/s]
train: 57%|█████▋ | 223/391 [00:21<00:16, 10.49it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.50it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.51it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.48it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.49it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.51it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.51it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.52it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.36it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.41it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.45it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.48it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.49it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.46it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.48it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.49it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.51it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.47it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.49it/s]
train: 68%|██████▊ | 265/391 [00:25<00:12, 10.50it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.51it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.52it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.48it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.49it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.50it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.51it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.45it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.48it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.49it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.50it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.51it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.50it/s]
train: 75%|███████▍ | 293/391 [00:28<00:09, 10.51it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.52it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.52it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.47it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.49it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.50it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.51it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.52it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.46it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.48it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.50it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.51it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.51it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.41it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.45it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.47it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.49it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.50it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.48it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.50it/s]
train: 86%|████████▌ | 335/391 [00:32<00:05, 10.51it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.51it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.52it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.51it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.52it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.52it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.52it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.51it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.51it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.52it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.51it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.52it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.51it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▋| 377/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.48it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.46it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.49it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.52it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.07it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.52it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.53it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.32it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.25it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.62it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.73it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.10it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.96it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.58it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.02it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.34it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:35, 4.07it/s]
train: 1%| | 3/391 [00:00<00:52, 7.46it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.77it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.44it/s]
train: 2%|▏ | 9/391 [00:01<00:38, 9.83it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.01it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.18it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.29it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.36it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.42it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.39it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.43it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.47it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.50it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.50it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.47it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.49it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.51it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.51it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 51/391 [00:05<00:32, 10.51it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.52it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.51it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.50it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.51it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.52it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.52it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.44it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.47it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.49it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.50it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.51it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.51it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.52it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.52it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.48it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.50it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.51it/s]
train: 27%|██▋ | 107/391 [00:10<00:27, 10.52it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.51it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.52it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.50it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.51it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.52it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.47it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.49it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.50it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.51it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.52it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.45it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.48it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.50it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.51it/s]
train: 38%|███▊ | 149/391 [00:14<00:23, 10.52it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.49it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.50it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.52it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.51it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:20, 10.48it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.50it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.51it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.47it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.49it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.51it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.52it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.52it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.51it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.46it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.49it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.50it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.51it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.52it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.49it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.51it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.50it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.51it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.52it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.52it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.47it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.49it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.51it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.51it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.48it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.50it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.51it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.52it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.52it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.51it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.47it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.49it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.51it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.51it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.52it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.51it/s]
train: 75%|███████▍ | 293/391 [00:28<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.52it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.52it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.46it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.48it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.50it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.51it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.52it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.48it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.50it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.51it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.52it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.52it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.46it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.49it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.50it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.46it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.48it/s]
train: 86%|████████▌ | 335/391 [00:32<00:05, 10.50it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.51it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.52it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.45it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.47it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.49it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.51it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.52it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.47it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.49it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.50it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.52it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.52it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.47it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.49it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.51it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.52it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.51it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.69it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.90it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.49it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.30it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.65it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.74it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.08it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.99it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.57it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.97it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.23it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.64it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:29, 4.35it/s]
train: 1%| | 3/391 [00:00<00:50, 7.69it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.93it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.55it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.90it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.06it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.42it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.46it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.48it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.47it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.49it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.51it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.52it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.50it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.51it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.48it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.50it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.51it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.52it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.50it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.51it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.52it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.52it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.50it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.51it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.52it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.52it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.48it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.50it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.51it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.52it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.49it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.51it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.51it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.52it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.45it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.48it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.50it/s]
train: 27%|██▋ | 107/391 [00:10<00:27, 10.51it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.46it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.48it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.50it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.51it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.52it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.47it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.49it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.50it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.51it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.52it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.49it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.50it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.51it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.51it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.52it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.45it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.48it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.50it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.51it/s]
train: 38%|███▊ | 149/391 [00:14<00:23, 10.52it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.46it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.48it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.50it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.51it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.46it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.49it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.50it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.51it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.51it/s]
train: 44%|████▎ | 171/391 [00:16<00:21, 10.46it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.48it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.50it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.51it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.52it/s]
train: 46%|████▋ | 181/391 [00:17<00:20, 10.47it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.49it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.51it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.49it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.51it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.52it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.52it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.50it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.50it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.51it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.52it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.50it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.51it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.46it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.48it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.50it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.51it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.52it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.51it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.52it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:28<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.46it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.49it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.50it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.51it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.52it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.47it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.49it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.51it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.52it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.48it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.50it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.51it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.47it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.49it/s]
train: 86%|████████▌ | 335/391 [00:32<00:05, 10.51it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.52it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.46it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.48it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.50it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.51it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.52it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.51it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.52it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.50it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.51it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▋| 377/391 [00:36<00:01, 10.52it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.47it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.57it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.60it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.31it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.17it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.55it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.58it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.92it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.85it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.45it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.84it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.16it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.61it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:29, 4.36it/s]
train: 1%| | 3/391 [00:00<00:50, 7.69it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.93it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.54it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.89it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.04it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.20it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.31it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.42it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.46it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.48it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.48it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.50it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.51it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.52it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.44it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.47it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.49it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.50it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.51it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.51it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.52it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:29, 10.54it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.47it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.49it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.50it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.51it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.52it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.48it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.50it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.51it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.52it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.52it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.47it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.49it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.51it/s]
train: 27%|██▋ | 107/391 [00:10<00:27, 10.51it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.47it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.49it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.51it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.52it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.52it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.46it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.48it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.50it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.51it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.52it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.51it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.52it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.50it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.52it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.47it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.49it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.50it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.51it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.52it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.51it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.49it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.51it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.52it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.52it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.47it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.49it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.51it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.52it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.52it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.47it/s]
train: 57%|█████▋ | 223/391 [00:21<00:16, 10.49it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.51it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.51it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.46it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.48it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.50it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.51it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.52it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.47it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.50it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.51it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.49it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.51it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.52it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.52it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.48it/s]
train: 75%|███████▍ | 293/391 [00:28<00:09, 10.49it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.51it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.51it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.51it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.48it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.49it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.49it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.51it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.52it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.47it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.49it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.50it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.51it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.51it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:32<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.48it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.49it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.50it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.51it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.52it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.44it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.47it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.49it/s]
train: 96%|█████████▋| 377/391 [00:36<00:01, 10.50it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.51it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.44it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.44it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.47it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.49it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.50it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.07it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.52it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.49it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.24it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.18it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.58it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.72it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.10it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.95it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.54it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.97it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.30it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.67it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.20it/s]
train: 1%| | 3/391 [00:00<00:51, 7.56it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.84it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.49it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.85it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.06it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.21it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.31it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.44it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.50it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.47it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.49it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.50it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.51it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.51it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.48it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.50it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.51it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.52it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.52it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.51it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:22, 9.92it/s]
train: 44%|████▍ | 173/391 [00:16<00:21, 10.10it/s]
train: 45%|████▍ | 175/391 [00:16<00:21, 10.23it/s]
train: 45%|████▌ | 177/391 [00:17<00:20, 10.32it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.38it/s]
train: 46%|████▋ | 181/391 [00:17<00:20, 10.37it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.42it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.45it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.48it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.50it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.49it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.51it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.52it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.52it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.47it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.49it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.50it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.51it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.46it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.48it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.50it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.51it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.52it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.46it/s]
train: 57%|█████▋ | 223/391 [00:21<00:16, 10.48it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.50it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.51it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.48it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.50it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.51it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.52it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.49it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.50it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.51it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.52it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.51it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.51it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.52it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.52it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.50it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.51it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.49it/s]
train: 75%|███████▍ | 293/391 [00:28<00:09, 10.50it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.51it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.52it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.51it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.47it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.49it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.50it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.51it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.52it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.48it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.50it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.50it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.51it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.47it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.49it/s]
train: 86%|████████▌ | 335/391 [00:32<00:05, 10.50it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.52it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.52it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.49it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.50it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.51it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.52it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.52it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.47it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.49it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.50it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.51it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.52it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.47it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.49it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.51it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.51it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.52it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.51it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▋| 377/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.45it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.44it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.47it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.49it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.51it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.06it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.29it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.95it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.84it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.85it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.31it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.53it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.98it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.88it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.49it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.92it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.23it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.66it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:36, 4.03it/s]
train: 1%| | 3/391 [00:00<00:52, 7.42it/s]
train: 1%|▏ | 5/391 [00:00<00:44, 8.75it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.42it/s]
train: 2%|▏ | 9/391 [00:01<00:38, 9.81it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.02it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.19it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.30it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.37it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.42it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.39it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.44it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.47it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.50it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.47it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.49it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.50it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.51it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.52it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.45it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.48it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.50it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.51it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.51it/s]
train: 13%|█▎ | 51/391 [00:05<00:32, 10.44it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.47it/s]
train: 14%|█▍ | 55/391 [00:05<00:32, 10.49it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.50it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.51it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.48it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.50it/s]
train: 17%|█▋ | 65/391 [00:06<00:31, 10.51it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.52it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.52it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.51it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.52it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.46it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.48it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.50it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.51it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.52it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.45it/s]
train: 24%|██▍ | 93/391 [00:09<00:28, 10.47it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.49it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.50it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.51it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.47it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.49it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.50it/s]
train: 27%|██▋ | 107/391 [00:10<00:27, 10.51it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.46it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.48it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.50it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.51it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.52it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.46it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.48it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.50it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.51it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.51it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.47it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.49it/s]
train: 35%|███▍ | 135/391 [00:13<00:24, 10.51it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.51it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.52it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.45it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.48it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.49it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.51it/s]
train: 38%|███▊ | 149/391 [00:14<00:23, 10.52it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.45it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.48it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.49it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.51it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 161/391 [00:15<00:22, 10.45it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.48it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.49it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.50it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.51it/s]
train: 44%|████▎ | 171/391 [00:16<00:21, 10.46it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.48it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.49it/s]
train: 45%|████▌ | 177/391 [00:17<00:20, 10.50it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.51it/s]
train: 46%|████▋ | 181/391 [00:17<00:20, 10.44it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.47it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.49it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.50it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.51it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.44it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.46it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.48it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.50it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.51it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.43it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.46it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.49it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.50it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.51it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.44it/s]
train: 54%|█████▍ | 213/391 [00:20<00:17, 10.47it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.49it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.50it/s]
train: 56%|█████▌ | 219/391 [00:21<00:16, 10.51it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.46it/s]
train: 57%|█████▋ | 223/391 [00:21<00:16, 10.49it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.50it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.51it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.51it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.45it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.48it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.49it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.51it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.52it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.45it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.48it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.49it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.51it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.51it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.46it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.48it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.49it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.51it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.51it/s]
train: 67%|██████▋ | 261/391 [00:25<00:12, 10.46it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.48it/s]
train: 68%|██████▊ | 265/391 [00:25<00:12, 10.50it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.51it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.52it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.46it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.48it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.50it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.51it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.51it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:28<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.50it/s]
train: 77%|███████▋ | 303/391 [00:29<00:08, 10.51it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.52it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.52it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.49it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.51it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.52it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.52it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.51it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.51it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:32<00:05, 10.52it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:33<00:04, 10.52it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.47it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.46it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.48it/s]
train: 99%|█████████▉| 387/391 [00:37<00:00, 10.50it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.52it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.57it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.66it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.37it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.27it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.68it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.78it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.12it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.98it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.61it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.04it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.39it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.30it/s]
train: 1%| | 3/391 [00:00<00:50, 7.65it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.90it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.53it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.05it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.21it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.31it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.41it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.45it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.48it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.50it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.47it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.49it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.50it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.51it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.52it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.51it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.52it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.51it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.52it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.50it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.51it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.52it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.52it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.46it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.49it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.50it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.51it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.52it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.51it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.52it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.51it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.47it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.49it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.50it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.51it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.52it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.48it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.50it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.50it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.51it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.52it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.46it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.49it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.50it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.51it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.52it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.46it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.48it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.50it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.51it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.51it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.46it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.49it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.50it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.51it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.52it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.51it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.51it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.52it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:20, 10.48it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.50it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.51it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.47it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.49it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.50it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.52it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.52it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.49it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.50it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.51it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.52it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.46it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.49it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.50it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.51it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.52it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.46it/s]
train: 57%|█████▋ | 223/391 [00:21<00:16, 10.48it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.50it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.51it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.47it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.49it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.50it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.51it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.52it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.47it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.49it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.51it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.52it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.52it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.47it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.49it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.50it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.51it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.51it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.52it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.51it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.49it/s]
train: 75%|███████▍ | 293/391 [00:28<00:09, 10.50it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.51it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.52it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.52it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:32<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.50it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.51it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.52it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.52it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.47it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.49it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.50it/s]
train: 96%|█████████▋| 377/391 [00:36<00:01, 10.51it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.52it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.47it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.46it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.48it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.52it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.50it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.46it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.17it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.13it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.60it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.75it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.12it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.03it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.73it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.17it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.43it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.80it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.22it/s]
train: 1%| | 3/391 [00:00<00:51, 7.58it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.85it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.49it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.86it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.07it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.31it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.44it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.49it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.47it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.49it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.50it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.51it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.46it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.48it/s]
train: 14%|█▍ | 55/391 [00:05<00:32, 10.49it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.51it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.51it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.46it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.49it/s]
train: 17%|█▋ | 65/391 [00:06<00:31, 10.50it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.51it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.52it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.47it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.49it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.50it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.51it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.46it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.48it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.50it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.51it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.52it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.47it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.49it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.50it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.51it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.52it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.49it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.50it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.51it/s]
train: 27%|██▋ | 107/391 [00:10<00:27, 10.52it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.51it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.52it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.52it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.46it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.49it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.50it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.51it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.52it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.49it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.50it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.51it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.52it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.52it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.49it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.50it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.51it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.52it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.52it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.48it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.50it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.51it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.47it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.49it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.50it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.51it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.52it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.48it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.50it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.51it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.52it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.52it/s]
train: 46%|████▋ | 181/391 [00:17<00:20, 10.49it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.51it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.50it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.51it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.52it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.51it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.52it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.51it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.48it/s]
train: 57%|█████▋ | 223/391 [00:21<00:16, 10.50it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.51it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.49it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.50it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.51it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.52it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.51it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.52it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.52it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.51it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.51it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.52it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.50it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.51it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.52it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.52it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.51it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.48it/s]
train: 75%|███████▍ | 293/391 [00:28<00:09, 10.50it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.51it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.52it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.48it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.50it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.51it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.52it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.52it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.51it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.52it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.48it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.50it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.51it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.51it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:32<00:05, 10.52it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.52it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.51it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.49it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.50it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.51it/s]
train: 96%|█████████▋| 377/391 [00:36<00:01, 10.52it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.52it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.51it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.39it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.19it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.02it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.02it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.49it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.58it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.96it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.85it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.46it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.91it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.20it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.64it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.30it/s]
train: 1%| | 3/391 [00:00<00:50, 7.65it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.90it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.53it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.89it/s]
train: 3%|▎ | 11/391 [00:01<00:38, 9.99it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.17it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.28it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.36it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.42it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.44it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.49it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.50it/s]
train: 17%|█▋ | 65/391 [00:06<00:31, 10.51it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.52it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.48it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.50it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.51it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.52it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.52it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.51it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.51it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.52it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.49it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.50it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.51it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.48it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.50it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.51it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.52it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.52it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.50it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.52it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:20, 10.50it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.51it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.50it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.51it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.52it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.52it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.52it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.48it/s]
train: 57%|█████▋ | 223/391 [00:21<00:16, 10.49it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.51it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.51it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.52it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.51it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.52it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.54it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.54it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.52it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.51it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.49it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.50it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.51it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.52it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.47it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.49it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.50it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.51it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.52it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.51it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.48it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.12it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.50it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.49it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.28it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.14it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.57it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.70it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.03it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.93it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.56it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.98it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.27it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.70it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.28it/s]
train: 1%| | 3/391 [00:00<00:50, 7.63it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.89it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.51it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.50it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.51it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.52it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.51it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.52it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.52it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.52it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.52it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.51it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.52it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.52it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.49it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.50it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.51it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.52it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.52it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.51it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.49it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.51it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.51it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.51it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.50it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.51it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.52it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.52it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.51it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.52it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.52it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.52it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.52it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.50it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.51it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.52it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.47it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.49it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.52it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.07it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.89it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 36.94it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.11it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.43it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.00it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.30it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.80it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.82it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.53it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.99it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.31it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.71it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.24it/s]
train: 1%| | 3/391 [00:00<00:51, 7.59it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.87it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.50it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:38, 9.98it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.16it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.28it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.36it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.41it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.41it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.45it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.47it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.50it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.46it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.48it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.49it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.50it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.51it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.50it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.51it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.51it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 51/391 [00:05<00:32, 10.46it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.48it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.50it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.51it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.51it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.52it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.51it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.52it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.51it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.50it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.51it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.52it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.48it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.50it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.51it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.52it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.52it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.47it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.49it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.50it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.51it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.52it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.51it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.52it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.48it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.50it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.51it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.48it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.49it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.51it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.52it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.52it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.51it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.52it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.48it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.50it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.51it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.50it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.51it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.52it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.52it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.47it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.49it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.50it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.52it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.51it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:28<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.50it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.47it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.49it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.52it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.53it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.50it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.26it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.18it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.60it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.72it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.09it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.02it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.63it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.06it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.32it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.73it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:34, 4.13it/s]
train: 1%| | 3/391 [00:00<00:51, 7.51it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.81it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.47it/s]
train: 2%|▏ | 9/391 [00:01<00:38, 9.85it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.06it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.43it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.46it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.48it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.50it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.49it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.50it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.51it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.51it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.52it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.45it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.48it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.50it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.51it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.52it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.47it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.49it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.50it/s]
train: 27%|██▋ | 107/391 [00:10<00:27, 10.51it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.51it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.50it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.51it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.52it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.52it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.51it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.52it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.52it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.51it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.52it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.51it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.51it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.52it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.52it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.51it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.52it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.52it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.51it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.50it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.48it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.23it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.85it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.78it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.86it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.36it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.57it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.00it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.94it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.59it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.05it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.35it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.29it/s]
train: 1%| | 3/391 [00:00<00:50, 7.64it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.90it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.05it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.21it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.31it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.44it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.47it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.49it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.51it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.52it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.46it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.48it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.50it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.51it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.52it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.50it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.51it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.52it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.52it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.51it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.51it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.52it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.52it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.47it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.49it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.50it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.51it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.51it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.49it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.51it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.52it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.52it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.51it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.52it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.51it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.52it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.51it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.52it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.45it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.48it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.49it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.51it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.52it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.51it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.51it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.52it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.52it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.48it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.10it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.54it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.56it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.63it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.19it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.41it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.81it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.78it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.38it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.79it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.10it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.58it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.30it/s]
train: 1%| | 3/391 [00:00<00:50, 7.65it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.90it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.53it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.40it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.50it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.52it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.51it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.52it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.51it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.52it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.51it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.51it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.52it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.49it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.50it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.51it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.52it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.52it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.47it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.49it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.50it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.51it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.52it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.51it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.52it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.52it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.50it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.51it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.52it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.49it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.51it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.50it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.51it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.51it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.51it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.48it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.49it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.51it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.51it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.51it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.50it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.53it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.48it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.38it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.18it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.15it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.58it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.66it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.06it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.02it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.66it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.04it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.29it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.69it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.29it/s]
train: 1%| | 3/391 [00:00<00:50, 7.64it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.90it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.49it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.42it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.46it/s]
train: 14%|█▍ | 55/391 [00:05<00:32, 10.48it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.50it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.51it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.46it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.48it/s]
train: 17%|█▋ | 65/391 [00:06<00:31, 10.50it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.51it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.52it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.51it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.47it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.49it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.50it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.51it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.52it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.51it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.51it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.47it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.49it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.50it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.51it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.51it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.51it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.51it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.52it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.52it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.54it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.70it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 36.38it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 48.63it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.03it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 58.76it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.17it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.77it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.84it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.54it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.97it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.31it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.71it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.28it/s]
train: 1%| | 3/391 [00:00<00:50, 7.63it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.89it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.52it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.51it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.51it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.47it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.49it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.50it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.51it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.52it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.50it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.51it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.52it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.52it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.49it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.51it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.52it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.51it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.51it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.51it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]/projects/bfqt/users/yurenh2/ml-projects/snn-training/files/experiments/depth_scaling_benchmark.py:362: UserWarning: torch.linalg.svd: During SVD computation with the selected cusolver driver, batches 0 failed to converge. A more accurate method will be used to compute the SVD as a fallback. Check doc at https://pytorch.org/docs/stable/generated/torch.linalg.svd.html (Triggered internally at /pytorch/aten/src/ATen/native/cuda/linalg/BatchLinearAlgebraLib.cpp:702.) + sv = torch.linalg.svdvals(G) +
train: 77%|███████▋ | 301/391 [00:28<00:11, 7.89it/s]
train: 77%|███████▋ | 303/391 [00:29<00:10, 8.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:09, 9.05it/s]
train: 79%|███████▊ | 307/391 [00:29<00:08, 9.45it/s]
train: 79%|███████▉ | 309/391 [00:29<00:08, 9.75it/s]
train: 80%|███████▉ | 311/391 [00:29<00:08, 9.96it/s]
train: 80%|████████ | 313/391 [00:30<00:07, 10.13it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.25it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.33it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.39it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.40it/s]
train: 83%|████████▎ | 323/391 [00:31<00:06, 10.44it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.47it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.49it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.50it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.48it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.49it/s]
train: 86%|████████▌ | 335/391 [00:32<00:05, 10.50it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.51it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.52it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.49it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.51it/s]
train: 88%|████████▊ | 345/391 [00:33<00:04, 10.52it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.52it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.52it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.51it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:34<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.51it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:37<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.39it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.15it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.02it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.05it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.55it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.72it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.12it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.06it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.64it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.07it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.33it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.73it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.23it/s]
train: 1%| | 3/391 [00:00<00:51, 7.59it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.86it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.50it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.05it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.21it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.31it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.50it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.50it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.51it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.52it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.52it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.52it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.51it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.51it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.52it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.52it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.52it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.51it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.52it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.49it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.51it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.52it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.47it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.49it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.50it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.51it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.52it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.51it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.40it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.28it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.14it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.00it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.41it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.58it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.02it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.97it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.59it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.01it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.29it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.70it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.26it/s]
train: 1%| | 3/391 [00:00<00:50, 7.62it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.88it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.51it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.53it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.51it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.54it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.54it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.50it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.51it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.51it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.49it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.50it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.51it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.52it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.52it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.51it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.51it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.52it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.51it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.52it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.50it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.51it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.51it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.52it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.52it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.51it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.52it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.52it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.52it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.51it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.47it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.52it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.57it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.65it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.35it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.19it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.56it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.73it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.99it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.89it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.49it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.88it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.22it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.66it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:38, 3.96it/s]
train: 1%| | 3/391 [00:00<00:52, 7.36it/s]
train: 1%|▏ | 5/391 [00:00<00:44, 8.71it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.40it/s]
train: 2%|▏ | 9/391 [00:01<00:38, 9.80it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.03it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.19it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.30it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.37it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.42it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.44it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.50it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:05<00:32, 10.51it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.52it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.51it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.52it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.47it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.49it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.50it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.52it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.52it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.51it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.52it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.51it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.52it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.51it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.51it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.52it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.52it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.52it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.52it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.51it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.15it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.56it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.54it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.68it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.27it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.51it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.93it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.88it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.54it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.01it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.30it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.72it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.24it/s]
train: 1%| | 3/391 [00:00<00:51, 7.60it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.88it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.51it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.49it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.51it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.48it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.50it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.51it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.51it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.51it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.52it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.49it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.50it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.51it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.52it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.52it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.51it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.52it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.51it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.52it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.52it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.52it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.51it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.52it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.52it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.52it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.51it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.51it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.50it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.51it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.52it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.51it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.51it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.54it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.30it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.00it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.87it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.93it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.42it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.60it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.01it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.92it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.52it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.97it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.24it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.64it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:36, 4.05it/s]
train: 1%| | 3/391 [00:00<00:52, 7.44it/s]
train: 1%|▏ | 5/391 [00:00<00:44, 8.77it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.44it/s]
train: 2%|▏ | 9/391 [00:01<00:38, 9.83it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.05it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.21it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.31it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.38it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.43it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.46it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.48it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.50it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.50it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.53it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:05<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.52it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.51it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.51it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.48it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.41it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.22it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.06it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.04it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.47it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.54it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.93it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.87it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.44it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.89it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.21it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.62it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:34, 4.11it/s]
train: 1%| | 3/391 [00:00<00:51, 7.49it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.80it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.46it/s]
train: 2%|▏ | 9/391 [00:01<00:38, 9.84it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.06it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.54it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.54it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.54it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.50it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.53it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.51it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.12it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.57it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.65it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.37it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.20it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.58it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.70it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.07it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.00it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.60it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.02it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.31it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.72it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.32it/s]
train: 1%| | 3/391 [00:00<00:50, 7.67it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.92it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.54it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.89it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.24it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.34it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.40it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.46it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.53it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.54it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.54it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.54it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.54it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.53it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.53it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.54it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.54it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.51it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.51it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.53it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.54it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.54it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.54it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.53it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.54it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.53it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.50it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.53it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.54it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.52it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.50it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.23it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.17it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.59it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.75it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.17it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.04it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.65it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.10it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.41it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.33it/s]
train: 1%| | 3/391 [00:00<00:50, 7.68it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.92it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.54it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.90it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.24it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.40it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.51it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.52it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.52it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.69it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.87it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.50it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.36it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.73it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.81it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.15it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.05it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.67it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.09it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.38it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.30it/s]
train: 1%| | 3/391 [00:00<00:50, 7.65it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.90it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.53it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.89it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.52it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.47it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.29it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.22it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.64it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.77it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.17it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.09it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.71it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.10it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.45it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.83it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.27it/s]
train: 1%| | 3/391 [00:00<00:50, 7.63it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.89it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.52it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.51it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.52it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.54it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.52it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.51it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.26it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.92it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.84it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.89it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.37it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.52it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.02it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.91it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.50it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.95it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.17it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.62it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.25it/s]
train: 1%| | 3/391 [00:00<00:50, 7.61it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.88it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.51it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.50it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.49it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.51it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.51it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.52it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.52it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.54it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.47it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.39it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.18it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.10it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.53it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.69it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.06it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.01it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.59it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.01it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.31it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.72it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:29, 4.35it/s]
train: 1%| | 3/391 [00:00<00:50, 7.69it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.93it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.54it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.89it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.24it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.40it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.51it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.52it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.52it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.52it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.51it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.52it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.52it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.51it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.51it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.52it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.52it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.51it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.51it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.52it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.52it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.52it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.81it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 36.80it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.01it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.30it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 58.98it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.30it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.83it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.84it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.52it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.97it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.32it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.72it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:33, 4.18it/s]
train: 1%| | 3/391 [00:00<00:51, 7.55it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.84it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.49it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.86it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.07it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.54it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.52it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.51it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.52it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.23it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.75it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.67it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.80it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.31it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.53it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.97it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.90it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.55it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.98it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.31it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.72it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.21it/s]
train: 1%| | 3/391 [00:00<00:51, 7.58it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.86it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.50it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.86it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.07it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.52it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.51it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.51it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.15it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.64it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.63it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.71it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.29it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.44it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.92it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.86it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.48it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.96it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.21it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.65it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:36, 4.05it/s]
train: 1%| | 3/391 [00:00<00:52, 7.44it/s]
train: 1%|▏ | 5/391 [00:00<00:44, 8.76it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.44it/s]
train: 2%|▏ | 9/391 [00:01<00:38, 9.82it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.05it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.20it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.31it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.52it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.51it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.52it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.51it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.52it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.51it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.51it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.52it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.54it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.54it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.29it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.98it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.87it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.91it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.43it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.57it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.96it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.91it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.55it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.93it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.27it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.69it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.32it/s]
train: 1%| | 3/391 [00:00<00:50, 7.67it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.91it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.54it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.89it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.40it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.52it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.51it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.51it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.52it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.52it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.51it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.51it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.52it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.52it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.51it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.51it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.52it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.51it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.48it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.20it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.09it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.52it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.64it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.03it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.96it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.57it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.02it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.33it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.70it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.21it/s]
train: 1%| | 3/391 [00:00<00:51, 7.57it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.85it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.49it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.86it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.07it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.52it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.52it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.52it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.52it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.52it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.52it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.51it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.52it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.52it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.44it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.33it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.17it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.18it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.60it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.71it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.06it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.95it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.57it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.01it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.34it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.72it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.23it/s]
train: 1%| | 3/391 [00:00<00:51, 7.59it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.86it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.50it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.07it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.51it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.52it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.52it/s]
train: 38%|███▊ | 149/391 [00:14<00:23, 10.52it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.51it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.52it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.51it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.49it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.50it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.51it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.52it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.52it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.47it/s]
train: 57%|█████▋ | 223/391 [00:21<00:16, 10.49it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.50it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.51it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.51it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.51it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.38it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.02it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.89it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.91it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.37it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.56it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.93it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.88it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.46it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.91it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.20it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.62it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.23it/s]
train: 1%| | 3/391 [00:00<00:51, 7.59it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.87it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.50it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.07it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.51it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.51it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.52it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.52it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.52it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.52it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.51it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.52it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.52it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.51it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.52it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.51it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.52it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.51it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.51it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.52it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.51it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.51it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.52it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.51it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.51it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.52it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.51it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.52it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.51it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.52it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.51it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.52it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.52it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.51it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.52it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.52it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.51it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.51it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.52it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.52it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.51it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.51it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.52it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.52it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.52it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.52it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.51it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.51it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.52it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.52it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.51it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.48it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.52it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.31it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.03it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.97it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.99it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.48it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.62it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.04it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.99it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.62it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.04it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.34it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.72it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.28it/s]
train: 1%| | 3/391 [00:00<00:50, 7.63it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.89it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.52it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.54it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.52it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.40it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.23it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.06it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.01it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.43it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.58it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.96it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.86it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.47it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.83it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.13it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.59it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:33, 4.19it/s]
train: 1%| | 3/391 [00:00<00:51, 7.56it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.84it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.49it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.85it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.07it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.44it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.52it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.52it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.51it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.52it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.52it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.52it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.51it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.52it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.51it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.52it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.51it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.40it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.21it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.04it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.06it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.47it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.63it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.03it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.01it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.65it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.04it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.31it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.72it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.26it/s]
train: 1%| | 3/391 [00:00<00:50, 7.62it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.88it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.46it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.53it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.54it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.54it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:15<00:21, 10.54it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.51it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.52it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.51it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.52it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.51it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.31it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.09it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.98it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.97it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.42it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.59it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.04it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.95it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.58it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.00it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.30it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.70it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.27it/s]
train: 1%| | 3/391 [00:00<00:50, 7.62it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.89it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.54it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.54it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.46it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.34it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.13it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.12it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.53it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.67it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.02it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.96it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.56it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.99it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.28it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.70it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.26it/s]
train: 1%| | 3/391 [00:00<00:50, 7.61it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.88it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.51it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.51it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.52it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.51it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.51it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.52it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.52it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.52it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.51it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.51it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.52it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.51it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.52it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.52it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.52it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.17it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.61it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.53it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.62it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.10it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.31it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.74it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.70it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.36it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.79it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.12it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.58it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.28it/s]
train: 1%| | 3/391 [00:00<00:50, 7.63it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.89it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.52it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.52it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.52it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.51it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.51it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.52it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.54it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.48it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.67it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.86it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.51it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.31it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.65it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.71it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.08it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.93it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.50it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.90it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.20it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.64it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.32it/s]
train: 1%| | 3/391 [00:00<00:50, 7.66it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.91it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.53it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.89it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.40it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.51it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.52it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.52it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.51it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.52it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.51it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.52it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.51it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.51it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.52it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.51it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.52it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.52it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.52it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.47it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.37it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.21it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.17it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.58it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.72it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.11it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.02it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.63it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.01it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.30it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.71it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.23it/s]
train: 1%| | 3/391 [00:00<00:51, 7.59it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.86it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.50it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.86it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.07it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.52it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.51it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.52it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.52it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.51it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.52it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.51it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.52it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.51it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.52it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.51it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.52it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.52it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.51it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.51it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.37it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.20it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.01it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.04it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.48it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.69it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.09it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.05it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.67it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.09it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.36it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.74it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.24it/s]
train: 1%| | 3/391 [00:00<00:51, 7.60it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.87it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.51it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.51it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.54it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.54it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.43it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.36it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.21it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.19it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.69it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.88it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.27it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.19it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.80it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.24it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.55it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.88it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.25it/s]
train: 1%| | 3/391 [00:00<00:50, 7.61it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.88it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.51it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.51it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.52it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.51it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.52it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.49it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.51it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.52it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.51it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.50it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.53it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.33it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.26it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.64it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.77it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.13it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.05it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.63it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.04it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.37it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.22it/s]
train: 1%| | 3/391 [00:00<00:51, 7.58it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.86it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.50it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.51it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.52it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.52it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.52it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.51it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.51it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.51it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.84it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 36.82it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.01it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.25it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 58.94it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.24it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.75it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.71it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.43it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.86it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.15it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.59it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.31it/s]
train: 1%| | 3/391 [00:00<00:50, 7.66it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.91it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.53it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.89it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.52it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.51it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.52it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.51it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.52it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.52it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.52it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.54it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.55it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.33it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.24it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.62it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.79it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.16it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.10it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.73it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.14it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.44it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.80it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:33, 4.18it/s]
train: 1%| | 3/391 [00:00<00:51, 7.55it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.84it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.48it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.85it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.06it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.48it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.50it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.51it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.52it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.51it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.52it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.52it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.52it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.47it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.39it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.16it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.07it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.51it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.69it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.05it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.97it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.58it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.98it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.25it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.67it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.28it/s]
train: 1%| | 3/391 [00:00<00:50, 7.63it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.90it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.52it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.51it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.52it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.51it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.52it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.52it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.51it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.51it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.52it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.27it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.93it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.84it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.83it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.34it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.58it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.99it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.97it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.59it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.02it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.30it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.71it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.30it/s]
train: 1%| | 3/391 [00:00<00:50, 7.64it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.90it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.53it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.89it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.40it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.54it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.34it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.09it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.94it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.95it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.39it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.56it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.94it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.86it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.47it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.94it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.24it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.66it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.30it/s]
train: 1%| | 3/391 [00:00<00:50, 7.64it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.90it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.53it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.52it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.54it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.51it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.52it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.51it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.52it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.52it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.52it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.51it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.51it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.51it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.52it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.52it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.51it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.52it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.52it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.51it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.52it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.11it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.47it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.50it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.63it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.21it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.45it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.90it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.89it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.52it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.97it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.28it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.70it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.27it/s]
train: 1%| | 3/391 [00:00<00:50, 7.62it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.89it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.51it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.52it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.51it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.52it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.52it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.51it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.51it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.51it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.52it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.51it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.51it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.48it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.13it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.54it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.51it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.62it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.19it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.38it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.83it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.84it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.48it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.92it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.25it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.64it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.24it/s]
train: 1%| | 3/391 [00:00<00:51, 7.60it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.87it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.51it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.52it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.51it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.52it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.51it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.51it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.52it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.14it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.68it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.75it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.84it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.38it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.57it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.97it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.93it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.56it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.05it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.36it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.74it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:33, 4.16it/s]
train: 1%| | 3/391 [00:00<00:51, 7.54it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.83it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.48it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.85it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.06it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.52it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.51it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.51it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.52it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.52it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.51it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.51it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.54it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.32it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.07it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.97it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.95it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.47it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.64it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.98it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.87it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.52it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.96it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.29it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.70it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:33, 4.19it/s]
train: 1%| | 3/391 [00:00<00:51, 7.55it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.83it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.48it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.85it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.07it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.50it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.51it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.52it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.51it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.52it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.52it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.52it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.51it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.52it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.52it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.51it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.51it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.52it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.52it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.51it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.51it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.51it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.51it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.52it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.51it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.51it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.59it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.70it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.42it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.24it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.63it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.71it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.09it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.95it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.54it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.96it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.28it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.65it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.27it/s]
train: 1%| | 3/391 [00:00<00:50, 7.62it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.89it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.50it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.51it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.52it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.51it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.51it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.52it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.52it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.51it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.85it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 36.82it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 48.96it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.26it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 58.98it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.28it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.81it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.82it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.47it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.93it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.22it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.66it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.25it/s]
train: 1%| | 3/391 [00:00<00:51, 7.60it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.87it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.51it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.07it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.54it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.52it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.52it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.51it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.52it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.51it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.52it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.52it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.50it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.41it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.19it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.09it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.55it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.69it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.07it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.01it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.64it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.08it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.35it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.28it/s]
train: 1%| | 3/391 [00:00<00:50, 7.63it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.89it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.40it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.53it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.54it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.51it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.54it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.54it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.39it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.21it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.07it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.09it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.55it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.67it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.09it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.03it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.68it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.08it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.41it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.22it/s]
train: 1%| | 3/391 [00:00<00:51, 7.59it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.86it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.50it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.50it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.53it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.54it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.51it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.52it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.51it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.51it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.52it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.51it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.52it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.52it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.52it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.51it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.51it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.52it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.51it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.52it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.79it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 36.70it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 48.94it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.28it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.00it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.29it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.80it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.82it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.50it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.93it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.25it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.68it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.26it/s]
train: 1%| | 3/391 [00:00<00:50, 7.62it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.88it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.52it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.52it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.52it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.51it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.52it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.51it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.52it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.52it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.52it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.51it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.52it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.52it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.52it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.51it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.52it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.52it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.52it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.51it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.51it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.52it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.52it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.51it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.33it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.02it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.93it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.96it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.45it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.61it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.02it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.94it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.58it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.01it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.32it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.71it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.27it/s]
train: 1%| | 3/391 [00:00<00:50, 7.63it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.89it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.51it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:20, 10.50it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.51it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.50it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.51it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.52it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.52it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.36it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.08it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.93it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.96it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.46it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.67it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.11it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.01it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.66it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.10it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.41it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:33, 4.17it/s]
train: 1%| | 3/391 [00:00<00:51, 7.54it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.84it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.48it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.85it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.07it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.51it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.51it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.52it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.52it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.52it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.51it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.52it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.52it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.51it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.52it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.52it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.52it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.51it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.52it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.51it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.52it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.50it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.45it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.27it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.19it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.60it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.72it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.11it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.03it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.66it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.07it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.34it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.72it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.27it/s]
train: 1%| | 3/391 [00:00<00:50, 7.62it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.88it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.51it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.50it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.51it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.52it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.51it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.52it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.52it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.52it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.52it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.51it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.51it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.52it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.52it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.51it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.51it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.52it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.52it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.51it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.52it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.52it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.51it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.51it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.52it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.52it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.52it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.51it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.52it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.51it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.52it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.48it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.52it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.20it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.65it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.65it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.79it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.36it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.57it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.96it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.89it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.53it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.01it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.32it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.71it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.24it/s]
train: 1%| | 3/391 [00:00<00:51, 7.60it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.87it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.51it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.52it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.54it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.54it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.54it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.54it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.54it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.54it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.53it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.50it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.53it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.48it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.43it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.24it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.18it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.64it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.83it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.20it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.08it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.68it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.15it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.46it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.81it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:34, 4.11it/s]
train: 1%| | 3/391 [00:00<00:51, 7.49it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.80it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.46it/s]
train: 2%|▏ | 9/391 [00:01<00:38, 9.84it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.06it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.21it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.31it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.54it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.52it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.52it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.52it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.51it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.52it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.27it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.95it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.92it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.95it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.46it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.65it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.07it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.99it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.62it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.04it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.37it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.32it/s]
train: 1%| | 3/391 [00:00<00:50, 7.66it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.91it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.53it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.89it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.40it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.46it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.52it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.52it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.51it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.52it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.40it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.23it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.05it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.04it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.50it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.66it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.02it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.94it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.58it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.01it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.30it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.70it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.22it/s]
train: 1%| | 3/391 [00:00<00:51, 7.58it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.85it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.50it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.86it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.07it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:29, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.54it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.51it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.51it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.51it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.51it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.33it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.09it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.93it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.94it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.44it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.58it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.00it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.91it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.56it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.96it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.29it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.68it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:37, 4.02it/s]
train: 1%| | 3/391 [00:00<00:52, 7.41it/s]
train: 1%|▏ | 5/391 [00:00<00:44, 8.74it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.42it/s]
train: 2%|▏ | 9/391 [00:01<00:38, 9.82it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.04it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.20it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.30it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.54it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.54it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.52it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.52it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.52it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.51it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.52it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.52it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.51it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.54it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.48it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.53it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.50it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.24it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.15it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.59it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.71it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.08it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.97it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.59it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.94it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.27it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.69it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:34, 4.11it/s]
train: 1%| | 3/391 [00:00<00:51, 7.49it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.80it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.46it/s]
train: 2%|▏ | 9/391 [00:01<00:38, 9.84it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.05it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.21it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.31it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.48it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.35it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.16it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.09it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.48it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.63it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.03it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.95it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.59it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.02it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.31it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.70it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:34, 4.12it/s]
train: 1%| | 3/391 [00:00<00:51, 7.50it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.80it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.46it/s]
train: 2%|▏ | 9/391 [00:01<00:38, 9.84it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.05it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.21it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.30it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.37it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.42it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.44it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.46it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.50it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.51it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.51it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.52it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.51it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.52it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.52it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.51it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.51it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.33it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.05it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.94it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.97it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.44it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.62it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.01it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.90it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.51it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.98it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.32it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.71it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.24it/s]
train: 1%| | 3/391 [00:00<00:51, 7.60it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.87it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.51it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.52it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.51it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.54it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.51it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.52it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.54it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.54it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.54it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.54it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.54it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.41it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.29it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.08it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.05it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.56it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.74it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.17it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.09it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.71it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.12it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.44it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.81it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.30it/s]
train: 1%| | 3/391 [00:00<00:50, 7.65it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.91it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.53it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.89it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.24it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.40it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.46it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.52it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.53it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.54it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:29, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.54it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.54it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.54it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:15<00:21, 10.54it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.54it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.54it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.54it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.54it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.54it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.53it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.54it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.54it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.54it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.54it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.54it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:30<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.54it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.54it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.54it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.53it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.37it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.19it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.07it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.05it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.53it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.69it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.03it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.95it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.60it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.00it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.29it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.70it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.29it/s]
train: 1%| | 3/391 [00:00<00:50, 7.64it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.90it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.52it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.51it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.51it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.52it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.52it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.52it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.51it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.52it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.52it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.51it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.51it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.52it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.51it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.41it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.28it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.16it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.14it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.52it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.66it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.06it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.99it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.57it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.97it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.30it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.68it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.27it/s]
train: 1%| | 3/391 [00:00<00:50, 7.63it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.89it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.53it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.51it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.54it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.52it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.52it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.51it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.52it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.51it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.52it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.51it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.51it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.54it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.54it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.53it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.50it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.35it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.08it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.90it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.90it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.33it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.49it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.87it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.78it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.42it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.87it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.18it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.60it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:34, 4.14it/s]
train: 1%| | 3/391 [00:00<00:51, 7.52it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.82it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.47it/s]
train: 2%|▏ | 9/391 [00:01<00:38, 9.85it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.06it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.52it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.52it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.26it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.95it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.88it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.93it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.41it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.61it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.90it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.87it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.48it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.92it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.22it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.63it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.28it/s]
train: 1%| | 3/391 [00:00<00:50, 7.64it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.90it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.53it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.89it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.40it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.46it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.54it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.51it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.52it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.51it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.52it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.51it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.54it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.54it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.50it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.53it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.40it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.18it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.95it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.94it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.46it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.59it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.03it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.94it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.56it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.01it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.28it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.71it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.29it/s]
train: 1%| | 3/391 [00:00<00:50, 7.64it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.89it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.50it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.51it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.52it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.52it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.52it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.51it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.52it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.52it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.51it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.52it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.52it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.52it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.51it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.52it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.51it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.51it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.51it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.52it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.52it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.52it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.50it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.51it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.51it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.51it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.52it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.52it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.51it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.52it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.52it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.51it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.52it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.51it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.51it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.48it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.29it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.97it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.93it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.91it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.42it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.59it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.99it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.92it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.54it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.97it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.26it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.66it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.28it/s]
train: 1%| | 3/391 [00:00<00:50, 7.63it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.89it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.50it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.51it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.51it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.52it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.52it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.51it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.21it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.74it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.68it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.75it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.26it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.47it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.96it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.91it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.56it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.93it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.22it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.65it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.28it/s]
train: 1%| | 3/391 [00:00<00:50, 7.63it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.89it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.50it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.51it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.51it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.52it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.52it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.51it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.51it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.52it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.52it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.52it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.51it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.51it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.52it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.51it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.52it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.51it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.52it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.52it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.52it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.51it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.52it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.51it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.52it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.51it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.48it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.43it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.36it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.18it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.11it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.50it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.62it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.05it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.97it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.61it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.98it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.28it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.68it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.22it/s]
train: 1%| | 3/391 [00:00<00:51, 7.58it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.86it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.50it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.86it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.07it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.51it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.52it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.51it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.52it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.52it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.51it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.52it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.51it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.52it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.51it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.52it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.51it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.51it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.52it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.52it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.52it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.51it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.52it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.52it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.52it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.51it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.51it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.52it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.52it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.51it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.48it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.71it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 36.47it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 48.71it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.11it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 58.88it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.23it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.78it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.84it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.52it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.97it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.33it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.73it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.26it/s]
train: 1%| | 3/391 [00:00<00:50, 7.62it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.88it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.51it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.51it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.52it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.51it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.52it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.51it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.48it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.97it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.16it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.28it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.45it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.07it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.38it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.88it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.84it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.49it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.91it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.23it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.65it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:33, 4.19it/s]
train: 1%| | 3/391 [00:00<00:51, 7.56it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.84it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.49it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.86it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.07it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.53it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.52it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.54it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.51it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.51it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.51it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.52it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.52it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.51it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.51it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.51it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.52it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.80it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 36.72it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 48.96it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.29it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 58.99it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.30it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.77it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.77it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.45it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.92it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.22it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.64it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.28it/s]
train: 1%| | 3/391 [00:00<00:50, 7.63it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.89it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.52it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.51it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.52it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.52it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.51it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.52it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.51it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.29it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.93it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.83it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.86it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.37it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.53it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.91it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.88it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.53it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.01it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.27it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.67it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.22it/s]
train: 1%| | 3/391 [00:00<00:51, 7.58it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.85it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.49it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.85it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.06it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.31it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.44it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.52it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.51it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.52it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.52it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.42it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.27it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.13it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.12it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.58it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.66it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.04it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.97it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.57it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.98it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.32it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.71it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:34, 4.14it/s]
train: 1%| | 3/391 [00:00<00:51, 7.51it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.81it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.47it/s]
train: 2%|▏ | 9/391 [00:01<00:38, 9.84it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.05it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.21it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.31it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.44it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.52it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.51it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.52it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.51it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.52it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.51it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.51it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.51it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.51it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.52it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.52it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.52it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.57it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.61it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.38it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.23it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.61it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.71it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.06it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.96it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.57it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.94it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.27it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.69it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.28it/s]
train: 1%| | 3/391 [00:00<00:50, 7.63it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.90it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.40it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.46it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.53it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.54it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.54it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.54it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.54it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.54it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.54it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.54it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.54it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.54it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.54it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.54it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.54it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.25it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.90it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.82it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.85it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.41it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.56it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.01it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.00it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.65it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.09it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.40it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.24it/s]
train: 1%| | 3/391 [00:00<00:51, 7.60it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.88it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.51it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.51it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.52it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.54it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.54it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.21it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.77it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.76it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.85it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.35it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.56it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.01it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.91it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.57it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.05it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.37it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.32it/s]
train: 1%| | 3/391 [00:00<00:50, 7.67it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.91it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.53it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.89it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.52it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.51it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.52it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.51it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.52it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.52it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.51it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.63it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 36.23it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 48.55it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.00it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 58.78it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.13it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.71it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.75it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 64.44it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.89it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.24it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.68it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.27it/s]
train: 1%| | 3/391 [00:00<00:50, 7.63it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.89it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.52it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.52it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.37it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.18it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.02it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.93it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.39it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.52it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.94it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.84it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.47it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.86it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.17it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.60it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.23it/s]
train: 1%| | 3/391 [00:00<00:51, 7.59it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.87it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.50it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.46it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.50it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.51it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.52it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.51it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.52it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.52it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.51it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.52it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.16it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.63it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.57it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.68it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.15it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.30it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.76it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.72it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.39it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.82it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.12it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.58it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.31it/s]
train: 1%| | 3/391 [00:00<00:50, 7.65it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.91it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.53it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.89it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.52it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.52it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.51it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.52it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.51it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.52it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.52it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.52it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.51it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.51it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.52it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.52it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.51it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.52it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.48it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.42it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.27it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.12it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.03it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.49it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.69it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.08it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.00it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.61it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.05it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.40it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.30it/s]
train: 1%| | 3/391 [00:00<00:50, 7.65it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.91it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.53it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.89it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.24it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.34it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.40it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.46it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.49it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.53it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.54it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.54it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.54it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.54it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.54it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.54it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.54it/s]
train: 43%|████▎ | 167/391 [00:15<00:21, 10.54it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.54it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.54it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.54it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.54it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.54it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.54it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.54it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.54it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.53it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.78it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 36.73it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 48.88it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.18it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 58.89it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.25it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.73it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.71it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.38it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.87it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.19it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.63it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.22it/s]
train: 1%| | 3/391 [00:00<00:51, 7.58it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.86it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.50it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.07it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.52it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.51it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.52it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.52it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.52it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.51it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.52it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.52it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.52it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.51it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.51it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.52it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.52it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.52it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.51it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.52it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.52it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.51it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.52it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.51it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.48it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.31it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.03it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.83it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.88it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.39it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.61it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.99it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.93it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.54it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.94it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.27it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.69it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:34, 4.14it/s]
train: 1%| | 3/391 [00:00<00:51, 7.51it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.81it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.47it/s]
train: 2%|▏ | 9/391 [00:01<00:38, 9.84it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.06it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.21it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.31it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.44it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.50it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.52it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.51it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.52it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.51it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.52it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.51it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.51it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.51it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.52it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.52it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.51it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.48it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.22it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.78it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.76it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.81it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.36it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.58it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.03it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.96it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.60it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.08it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.40it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:36, 4.04it/s]
train: 1%| | 3/391 [00:00<00:52, 7.43it/s]
train: 1%|▏ | 5/391 [00:00<00:44, 8.75it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.43it/s]
train: 2%|▏ | 9/391 [00:01<00:38, 9.82it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.04it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.20it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.31it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.54it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.54it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.51it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.52it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.54it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.51it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.21it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.74it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.74it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.80it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.35it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.54it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.91it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.87it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.53it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.94it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.27it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.69it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.25it/s]
train: 1%| | 3/391 [00:00<00:51, 7.60it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.88it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.51it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.53it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.52it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.52it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.51it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.54it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.52it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.46it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.39it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.16it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.10it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.50it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.66it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.04it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.99it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.60it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.01it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.31it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.70it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:29, 4.33it/s]
train: 1%| | 3/391 [00:00<00:50, 7.68it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.92it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.54it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.89it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.24it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.40it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.46it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.50it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.54it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.51it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.54it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.52it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.42it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.27it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.14it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.07it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.50it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.66it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.05it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.96it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.60it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.04it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.33it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.70it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:36, 4.04it/s]
train: 1%| | 3/391 [00:00<00:52, 7.42it/s]
train: 1%|▏ | 5/391 [00:00<00:44, 8.75it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.43it/s]
train: 2%|▏ | 9/391 [00:01<00:38, 9.81it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.04it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.20it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.31it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.42it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.44it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.53it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.54it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.54it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.41it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.25it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.06it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.08it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.59it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.77it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.22it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.12it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.70it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.13it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.44it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.20it/s]
train: 1%| | 3/391 [00:00<00:51, 7.57it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.85it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.49it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.86it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.07it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.31it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.52it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.52it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.51it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.52it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.51it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.51it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.11it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.56it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.55it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.69it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.26it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.48it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.87it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.84it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.48it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.90it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.22it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.63it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.30it/s]
train: 1%| | 3/391 [00:00<00:50, 7.65it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.90it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.53it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.51it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.51it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.51it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.54it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.51it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.52it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.27it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.96it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.88it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.93it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.44it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.64it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.06it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.93it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.62it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.07it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.41it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.31it/s]
train: 1%| | 3/391 [00:00<00:50, 7.66it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.91it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.53it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.89it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.40it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.46it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.48it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.50it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.48it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.50it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.50it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.51it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.52it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.51it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.51it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.52it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.52it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.54it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.52it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.79it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 36.70it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 48.89it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.20it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 58.91it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.20it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.67it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.66it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.42it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.88it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.20it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.64it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:56, 2.21it/s]
train: 1%| | 3/391 [00:00<01:12, 5.33it/s]
train: 1%|▏ | 5/391 [00:00<00:54, 7.15it/s]
train: 2%|▏ | 7/391 [00:01<00:46, 8.27it/s]
train: 2%|▏ | 9/391 [00:01<00:42, 9.00it/s]
train: 3%|▎ | 11/391 [00:01<00:40, 9.48it/s]
train: 3%|▎ | 13/391 [00:01<00:38, 9.80it/s]
train: 4%|▍ | 15/391 [00:01<00:37, 10.03it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.18it/s]
train: 5%|▍ | 19/391 [00:02<00:36, 10.29it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.35it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.41it/s]
train: 6%|▋ | 25/391 [00:02<00:35, 10.45it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.48it/s]
train: 7%|▋ | 29/391 [00:03<00:34, 10.50it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.50it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:04<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:05<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:05<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.54it/s]
train: 16%|█▌ | 61/391 [00:06<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:07<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:08<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.54it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:09<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.51it/s]
train: 26%|██▋ | 103/391 [00:10<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:11<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:13<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:15<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:17<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:18<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:19<00:18, 10.54it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:20<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:21<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:22<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:23<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:24<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.51it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 261/391 [00:25<00:12, 10.51it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:26<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.54it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:27<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:28<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:29<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:31<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:32<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:34<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:37<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.27it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.87it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.74it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.82it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.29it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.53it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.90it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.82it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.49it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.96it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.23it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.67it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:36, 4.04it/s]
train: 1%| | 3/391 [00:00<00:52, 7.43it/s]
train: 1%|▏ | 5/391 [00:00<00:44, 8.76it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.43it/s]
train: 2%|▏ | 9/391 [00:01<00:38, 9.82it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.05it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.21it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.31it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.53it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.54it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:29, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.54it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.54it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.54it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.54it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.48it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.44it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.18it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.10it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.60it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.72it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.16it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.06it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.68it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.12it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.43it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.80it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.22it/s]
train: 1%| | 3/391 [00:00<00:51, 7.59it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.86it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.50it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.86it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.07it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.52it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.52it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.52it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.51it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.52it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.52it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.51it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.40it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.21it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.07it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.04it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.49it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.67it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.02it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.94it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.61it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.03it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.33it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.72it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.22it/s]
train: 1%| | 3/391 [00:00<00:51, 7.58it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.86it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.50it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.54it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.53it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.54it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.52it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.52it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.54it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.54it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.51it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.52it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.52it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.52it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.52it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.51it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.52it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.51it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.52it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.54it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.35it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.08it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.99it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.02it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.45it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.64it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.07it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.97it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.56it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.98it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.31it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.71it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:33, 4.16it/s]
train: 1%| | 3/391 [00:00<00:51, 7.54it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.83it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.48it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.85it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.06it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.21it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.51it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.51it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.52it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.52it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.51it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.51it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.52it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.51it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.40it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.25it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.09it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.03it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.40it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.56it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.96it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.86it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.46it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.92it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.25it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.67it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.30it/s]
train: 1%| | 3/391 [00:00<00:50, 7.65it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.91it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.53it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.40it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.54it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.51it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.52it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.52it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.51it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.52it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.54it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.52it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.77it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 36.67it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 48.89it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.18it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 58.87it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.22it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.73it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.74it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.41it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.85it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.20it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.62it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.29it/s]
train: 1%| | 3/391 [00:00<00:50, 7.65it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.90it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.53it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.24it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.40it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.46it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.53it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.54it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.54it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:29, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.54it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.54it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:15<00:21, 10.54it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.53it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.54it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.51it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.52it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.51it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.52it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.28it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.97it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.84it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.90it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.39it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.57it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.03it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.98it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.65it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.08it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.39it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.29it/s]
train: 1%| | 3/391 [00:00<00:50, 7.65it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.90it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.53it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.89it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.24it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.40it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.46it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.53it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.54it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.54it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.54it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.54it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.53it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.54it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.54it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.54it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.54it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.54it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.54it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.54it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.54it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.54it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.53it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.54it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.53it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.69it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 36.45it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 48.72it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.10it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 58.81it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.20it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.74it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.72it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.42it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.93it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.24it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.66it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.30it/s]
train: 1%| | 3/391 [00:00<00:50, 7.65it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.90it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.53it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.89it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.24it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.40it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.54it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.54it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.54it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:29, 10.54it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.54it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.51it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.52it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.51it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.52it/s]
train: 43%|████▎ | 167/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.52it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.51it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.54it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.54it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.54it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.54it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.54it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.54it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.53it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.37it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.10it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.97it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.00it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.51it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.70it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.09it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.99it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.62it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.02it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.34it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.73it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:37, 4.00it/s]
train: 1%| | 3/391 [00:00<00:52, 7.39it/s]
train: 1%|▏ | 5/391 [00:00<00:44, 8.73it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.42it/s]
train: 2%|▏ | 9/391 [00:01<00:38, 9.81it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.04it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.20it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.31it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.54it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.54it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.54it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.54it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.54it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.51it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.54it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.54it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.54it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.51it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.48it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.52it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.37it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.19it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.06it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.05it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.45it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.59it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.98it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.91it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.56it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.98it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.30it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.72it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.26it/s]
train: 1%| | 3/391 [00:00<00:50, 7.61it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.88it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.51it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.46it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.54it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.53it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.54it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.54it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.54it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.53it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:29, 10.54it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.54it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.54it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.54it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.53it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.54it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.54it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.54it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.54it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.54it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.54it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.54it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.54it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.54it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.54it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:30<00:06, 10.54it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.54it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.54it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.54it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.54it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.54it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.45it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.32it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.16it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.10it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.60it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.71it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.13it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.06it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.67it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.06it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.39it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.29it/s]
train: 1%| | 3/391 [00:00<00:50, 7.64it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.90it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.53it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.40it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.46it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.54it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.51it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.52it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.52it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.52it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.51it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.51it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.52it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.52it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.51it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.57it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.59it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.33it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.22it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.61it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.77it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.17it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.06it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.71it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.13it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.40it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.28it/s]
train: 1%| | 3/391 [00:00<00:50, 7.64it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.90it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.40it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.51it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.51it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.52it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.52it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.52it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.51it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.52it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.48it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.27it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.95it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.89it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.93it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.44it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.60it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.02it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.96it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.58it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.01it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.31it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.70it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.32it/s]
train: 1%| | 3/391 [00:00<00:50, 7.67it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.92it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.54it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.89it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.52it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.54it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.53it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.54it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.53it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.54it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.54it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.54it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.54it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.53it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.54it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.54it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.53it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.54it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.54it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.54it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:30<00:06, 10.54it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.54it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.54it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.54it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.54it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.54it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.53it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.54it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.45it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.31it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.10it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.06it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.54it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.66it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.06it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.01it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.66it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.00it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.23it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.66it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.31it/s]
train: 1%| | 3/391 [00:00<00:50, 7.66it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.91it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.53it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.89it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.24it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.53it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.54it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.54it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.54it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.52it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.54it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.54it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.54it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.54it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.54it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.54it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.54it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.54it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.54it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.54it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.50it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.53it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.41it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.25it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.08it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.03it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.48it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.69it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.10it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.02it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.68it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.11it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.39it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.23it/s]
train: 1%| | 3/391 [00:00<00:51, 7.60it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.87it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.51it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.46it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.53it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.54it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.54it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:29, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.54it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.54it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.54it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.54it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.47it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.40it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.17it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.15it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.57it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.71it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.12it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.02it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.60it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.04it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.33it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.73it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:33, 4.16it/s]
train: 1%| | 3/391 [00:00<00:51, 7.53it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.83it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.48it/s]
train: 2%|▏ | 9/391 [00:01<00:38, 9.85it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.07it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.53it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.52it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.52it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.51it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.52it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.54it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.54it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.54it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.54it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.54it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.54it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.54it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.54it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.50it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.53it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.57it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.31it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.13it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.52it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.60it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.96it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.87it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.45it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.88it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.19it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.64it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:35, 4.10it/s]
train: 1%| | 3/391 [00:00<00:51, 7.48it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.80it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.46it/s]
train: 2%|▏ | 9/391 [00:01<00:38, 9.84it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.06it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.21it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.31it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.53it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.52it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.51it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.52it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.51it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.51it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.52it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.52it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.52it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.37it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.11it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.97it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.98it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.48it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.66it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.05it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.97it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.62it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.02it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.35it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.24it/s]
train: 1%| | 3/391 [00:00<00:51, 7.60it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.87it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.51it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.86it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.07it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.52it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.52it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.51it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.51it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.51it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.36it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.19it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.03it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.01it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.46it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.62it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.03it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.90it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.50it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.94it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.24it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.67it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.26it/s]
train: 1%| | 3/391 [00:00<00:50, 7.61it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.88it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.40it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.46it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.54it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.51it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.52it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.52it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.52it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.51it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.52it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.52it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.52it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.54it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.54it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.54it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.54it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.54it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.54it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.51it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.46it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.38it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.24it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.25it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.70it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.80it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.24it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.16it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.79it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.21it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.50it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.84it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.32it/s]
train: 1%| | 3/391 [00:00<00:50, 7.66it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.91it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.53it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.89it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.09it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.51it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.52it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.51it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.52it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.52it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.51it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.52it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.51it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.51it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.52it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.21it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.83it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.77it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.80it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.32it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.49it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.86it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.85it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.49it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.90it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.24it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.66it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.22it/s]
train: 1%| | 3/391 [00:00<00:51, 7.58it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.85it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.50it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.86it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.07it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.52it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.51it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.51it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.52it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.51it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.50it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.52it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.27it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.18it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.60it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.67it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.00it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.91it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.53it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.93it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.26it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.67it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:35, 4.09it/s]
train: 1%| | 3/391 [00:00<00:51, 7.47it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.79it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.45it/s]
train: 2%|▏ | 9/391 [00:01<00:38, 9.83it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.05it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.21it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.31it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.44it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.53it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.52it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.51it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.52it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.51it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.52it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.52it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.51it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.38it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.19it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.14it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.17it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.58it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.73it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.07it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 64.03it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.62it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.09it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.40it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.19it/s]
train: 1%| | 3/391 [00:00<00:51, 7.56it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.85it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.49it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.86it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.07it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.51it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.52it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.54it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.52it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.52it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.51it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.45it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.27it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.10it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.04it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.45it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.63it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.00it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.91it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.54it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.93it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.25it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.68it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.21it/s]
train: 1%| | 3/391 [00:00<00:51, 7.57it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.86it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.50it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.86it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.54it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.53it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.51it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.52it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.51it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.54it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.54it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.48it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.14it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.60it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.62it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.76it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.28it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.45it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.89it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.86it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.54it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.99it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.28it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.67it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.20it/s]
train: 1%| | 3/391 [00:00<00:51, 7.56it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.85it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.49it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.86it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.07it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.50it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.52it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.52it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.52it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.52it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.52it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.52it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.51it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.51it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.52it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.51it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.52it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.52it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.51it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.51it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.25it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.89it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.82it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.88it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.36it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.57it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.94it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.91it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.56it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.03it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.38it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.25it/s]
train: 1%| | 3/391 [00:00<00:50, 7.61it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.88it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.51it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.54it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.52it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.51it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.52it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.52it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.26it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.88it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.84it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.84it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.36it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.53it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.92it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.82it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.47it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.98it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.23it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.66it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:40, 3.90it/s]
train: 1%| | 3/391 [00:00<00:53, 7.30it/s]
train: 1%|▏ | 5/391 [00:00<00:44, 8.67it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.37it/s]
train: 2%|▏ | 9/391 [00:01<00:39, 9.77it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.01it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.18it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.29it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.36it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.41it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.43it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.54it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.53it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:05<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.54it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.54it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.54it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.54it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.54it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.63it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 36.21it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 48.51it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.01it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 58.77it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.18it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.73it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.72it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 64.40it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.90it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.25it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.65it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:39, 3.90it/s]
train: 1%| | 3/391 [00:00<00:53, 7.31it/s]
train: 1%|▏ | 5/391 [00:00<00:44, 8.67it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.38it/s]
train: 2%|▏ | 9/391 [00:01<00:39, 9.78it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.02it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.19it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.30it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.37it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.44it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:05<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.54it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.54it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.52it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.51it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.51it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.52it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.53it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.54it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.54it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.24it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.90it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.81it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.84it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.36it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.56it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.98it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.94it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.57it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.99it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.28it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.70it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.26it/s]
train: 1%| | 3/391 [00:00<00:50, 7.61it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.88it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.51it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.51it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.52it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.51it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.52it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.51it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.52it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.52it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.52it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.51it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.51it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.52it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.52it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.51it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.51it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.51it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.52it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.51it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.52it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.51it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.52it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.52it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.51it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.51it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.52it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.51it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.52it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.51it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.52it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.51it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.48it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.50it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.33it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.10it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.03it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.05it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.51it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.60it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.01it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.96it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.63it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.09it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.36it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.22it/s]
train: 1%| | 3/391 [00:00<00:51, 7.58it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.86it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.50it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.51it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.52it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.52it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.51it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.54it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.54it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.54it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.51it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.54it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.54it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.54it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.54it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.52it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.51it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.70it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 36.50it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 48.78it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.20it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 58.94it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.28it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.84it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.80it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.50it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.98it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.32it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.73it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:35, 4.08it/s]
train: 1%| | 3/391 [00:00<00:51, 7.46it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.78it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.45it/s]
train: 2%|▏ | 9/391 [00:01<00:38, 9.83it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.05it/s]
train: 3%|▎ | 13/391 [00:01<00:37, 10.21it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.31it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.38it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.47it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.52it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.52it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.51it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.52it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.51it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.52it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.52it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:20<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.52it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.52it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.52it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.52it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.51it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.52it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.52it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.52it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.54it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.54it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.54it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.50it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.45it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.22it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.13it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.52it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.65it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.02it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.92it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.51it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.94it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.29it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.71it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.26it/s]
train: 1%| | 3/391 [00:00<00:50, 7.62it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.88it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.51it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.87it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.51it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.52it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.51it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.52it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.51it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.52it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.53it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.51it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.48it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.24it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.14it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.51it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.65it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.01it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.90it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.52it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.96it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.25it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.67it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.27it/s]
train: 1%| | 3/391 [00:00<00:50, 7.63it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.89it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.52it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.88it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.08it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.23it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.33it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.44it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.46it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.53it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.53it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.51it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.52it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.52it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.52it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.51it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.54it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.54it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.54it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.54it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.54it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.53it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.54it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.54it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.54it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.52it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.54it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.53it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.53it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.51it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.53it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.53it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.54it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.53it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.53it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.54it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.53it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.53it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.26it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 37.88it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.79it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.88it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.36it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.55it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 62.97it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.91it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.58it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.97it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.30it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.70it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.21it/s]
train: 1%| | 3/391 [00:00<00:51, 7.58it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.85it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.49it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.86it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.07it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:35, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.50it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.52it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.53it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.53it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.52it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.53it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.53it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.53it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.53it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.53it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.53it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.53it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.52it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.53it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.53it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.53it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.52it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.52it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.54it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.53it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.53it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.52it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.51it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.51it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.52it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.52it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.52it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.50it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.51it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.52it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.51it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.52it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.52it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.52it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.53it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.51it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.52it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.52it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.52it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.51it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.52it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.13it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.54it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.61it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 50.31it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 56.24it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.61it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.70it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.01it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.94it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.58it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 65.00it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.30it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.71it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:33, 4.16it/s]
train: 1%| | 3/391 [00:00<00:51, 7.53it/s]
train: 1%|▏ | 5/391 [00:00<00:43, 8.83it/s]
train: 2%|▏ | 7/391 [00:00<00:40, 9.48it/s]
train: 2%|▏ | 9/391 [00:00<00:38, 9.85it/s]
train: 3%|▎ | 11/391 [00:01<00:37, 10.06it/s]
train: 3%|▎ | 13/391 [00:01<00:36, 10.22it/s]
train: 4%|▍ | 15/391 [00:01<00:36, 10.32it/s]
train: 4%|▍ | 17/391 [00:01<00:36, 10.39it/s]
train: 5%|▍ | 19/391 [00:01<00:35, 10.43it/s]
train: 5%|▌ | 21/391 [00:02<00:35, 10.45it/s]
train: 6%|▌ | 23/391 [00:02<00:35, 10.48it/s]
train: 6%|▋ | 25/391 [00:02<00:34, 10.49it/s]
train: 7%|▋ | 27/391 [00:02<00:34, 10.51it/s]
train: 7%|▋ | 29/391 [00:02<00:34, 10.52it/s]
train: 8%|▊ | 31/391 [00:03<00:34, 10.51it/s]
train: 8%|▊ | 33/391 [00:03<00:34, 10.52it/s]
train: 9%|▉ | 35/391 [00:03<00:33, 10.52it/s]
train: 9%|▉ | 37/391 [00:03<00:33, 10.53it/s]
train: 10%|▉ | 39/391 [00:03<00:33, 10.53it/s]
train: 10%|█ | 41/391 [00:04<00:33, 10.51it/s]
train: 11%|█ | 43/391 [00:04<00:33, 10.52it/s]
train: 12%|█▏ | 45/391 [00:04<00:32, 10.53it/s]
train: 12%|█▏ | 47/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 49/391 [00:04<00:32, 10.53it/s]
train: 13%|█▎ | 51/391 [00:04<00:32, 10.52it/s]
train: 14%|█▎ | 53/391 [00:05<00:32, 10.52it/s]
train: 14%|█▍ | 55/391 [00:05<00:31, 10.53it/s]
train: 15%|█▍ | 57/391 [00:05<00:31, 10.53it/s]
train: 15%|█▌ | 59/391 [00:05<00:31, 10.53it/s]
train: 16%|█▌ | 61/391 [00:05<00:31, 10.52it/s]
train: 16%|█▌ | 63/391 [00:06<00:31, 10.52it/s]
train: 17%|█▋ | 65/391 [00:06<00:30, 10.53it/s]
train: 17%|█▋ | 67/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 69/391 [00:06<00:30, 10.53it/s]
train: 18%|█▊ | 71/391 [00:06<00:30, 10.51it/s]
train: 19%|█▊ | 73/391 [00:07<00:30, 10.52it/s]
train: 19%|█▉ | 75/391 [00:07<00:30, 10.53it/s]
train: 20%|█▉ | 77/391 [00:07<00:29, 10.53it/s]
train: 20%|██ | 79/391 [00:07<00:29, 10.54it/s]
train: 21%|██ | 81/391 [00:07<00:29, 10.52it/s]
train: 21%|██ | 83/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 85/391 [00:08<00:29, 10.53it/s]
train: 22%|██▏ | 87/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 89/391 [00:08<00:28, 10.54it/s]
train: 23%|██▎ | 91/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 93/391 [00:08<00:28, 10.52it/s]
train: 24%|██▍ | 95/391 [00:09<00:28, 10.53it/s]
train: 25%|██▍ | 97/391 [00:09<00:27, 10.53it/s]
train: 25%|██▌ | 99/391 [00:09<00:27, 10.53it/s]
train: 26%|██▌ | 101/391 [00:09<00:27, 10.52it/s]
train: 26%|██▋ | 103/391 [00:09<00:27, 10.52it/s]
train: 27%|██▋ | 105/391 [00:10<00:27, 10.53it/s]
train: 27%|██▋ | 107/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 109/391 [00:10<00:26, 10.53it/s]
train: 28%|██▊ | 111/391 [00:10<00:26, 10.52it/s]
train: 29%|██▉ | 113/391 [00:10<00:26, 10.53it/s]
train: 29%|██▉ | 115/391 [00:11<00:26, 10.53it/s]
train: 30%|██▉ | 117/391 [00:11<00:26, 10.53it/s]
train: 30%|███ | 119/391 [00:11<00:25, 10.53it/s]
train: 31%|███ | 121/391 [00:11<00:25, 10.52it/s]
train: 31%|███▏ | 123/391 [00:11<00:25, 10.53it/s]
train: 32%|███▏ | 125/391 [00:12<00:25, 10.53it/s]
train: 32%|███▏ | 127/391 [00:12<00:25, 10.53it/s]
train: 33%|███▎ | 129/391 [00:12<00:24, 10.53it/s]
train: 34%|███▎ | 131/391 [00:12<00:24, 10.52it/s]
train: 34%|███▍ | 133/391 [00:12<00:24, 10.52it/s]
train: 35%|███▍ | 135/391 [00:12<00:24, 10.53it/s]
train: 35%|███▌ | 137/391 [00:13<00:24, 10.53it/s]
train: 36%|███▌ | 139/391 [00:13<00:23, 10.53it/s]
train: 36%|███▌ | 141/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 143/391 [00:13<00:23, 10.52it/s]
train: 37%|███▋ | 145/391 [00:13<00:23, 10.53it/s]
train: 38%|███▊ | 147/391 [00:14<00:23, 10.53it/s]
train: 38%|███▊ | 149/391 [00:14<00:22, 10.54it/s]
train: 39%|███▊ | 151/391 [00:14<00:22, 10.52it/s]
train: 39%|███▉ | 153/391 [00:14<00:22, 10.53it/s]
train: 40%|███▉ | 155/391 [00:14<00:22, 10.53it/s]
train: 40%|████ | 157/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 159/391 [00:15<00:22, 10.53it/s]
train: 41%|████ | 161/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 163/391 [00:15<00:21, 10.52it/s]
train: 42%|████▏ | 165/391 [00:15<00:21, 10.53it/s]
train: 43%|████▎ | 167/391 [00:16<00:21, 10.53it/s]
train: 43%|████▎ | 169/391 [00:16<00:21, 10.53it/s]
train: 44%|████▎ | 171/391 [00:16<00:20, 10.52it/s]
train: 44%|████▍ | 173/391 [00:16<00:20, 10.52it/s]
train: 45%|████▍ | 175/391 [00:16<00:20, 10.52it/s]
train: 45%|████▌ | 177/391 [00:16<00:20, 10.53it/s]
train: 46%|████▌ | 179/391 [00:17<00:20, 10.53it/s]
train: 46%|████▋ | 181/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 183/391 [00:17<00:19, 10.52it/s]
train: 47%|████▋ | 185/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 187/391 [00:17<00:19, 10.53it/s]
train: 48%|████▊ | 189/391 [00:18<00:19, 10.53it/s]
train: 49%|████▉ | 191/391 [00:18<00:19, 10.52it/s]
train: 49%|████▉ | 193/391 [00:18<00:18, 10.53it/s]
train: 50%|████▉ | 195/391 [00:18<00:18, 10.53it/s]
train: 50%|█████ | 197/391 [00:18<00:18, 10.53it/s]
train: 51%|█████ | 199/391 [00:19<00:18, 10.53it/s]
train: 51%|█████▏ | 201/391 [00:19<00:18, 10.52it/s]
train: 52%|█████▏ | 203/391 [00:19<00:17, 10.53it/s]
train: 52%|█████▏ | 205/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 207/391 [00:19<00:17, 10.53it/s]
train: 53%|█████▎ | 209/391 [00:19<00:17, 10.53it/s]
train: 54%|█████▍ | 211/391 [00:20<00:17, 10.52it/s]
train: 54%|█████▍ | 213/391 [00:20<00:16, 10.52it/s]
train: 55%|█████▍ | 215/391 [00:20<00:16, 10.53it/s]
train: 55%|█████▌ | 217/391 [00:20<00:16, 10.53it/s]
train: 56%|█████▌ | 219/391 [00:20<00:16, 10.53it/s]
train: 57%|█████▋ | 221/391 [00:21<00:16, 10.52it/s]
train: 57%|█████▋ | 223/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 225/391 [00:21<00:15, 10.53it/s]
train: 58%|█████▊ | 227/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▊ | 229/391 [00:21<00:15, 10.53it/s]
train: 59%|█████▉ | 231/391 [00:22<00:15, 10.52it/s]
train: 60%|█████▉ | 233/391 [00:22<00:15, 10.53it/s]
train: 60%|██████ | 235/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 237/391 [00:22<00:14, 10.53it/s]
train: 61%|██████ | 239/391 [00:22<00:14, 10.53it/s]
train: 62%|██████▏ | 241/391 [00:23<00:14, 10.52it/s]
train: 62%|██████▏ | 243/391 [00:23<00:14, 10.52it/s]
train: 63%|██████▎ | 245/391 [00:23<00:13, 10.53it/s]
train: 63%|██████▎ | 247/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▎ | 249/391 [00:23<00:13, 10.53it/s]
train: 64%|██████▍ | 251/391 [00:23<00:13, 10.52it/s]
train: 65%|██████▍ | 253/391 [00:24<00:13, 10.52it/s]
train: 65%|██████▌ | 255/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 257/391 [00:24<00:12, 10.53it/s]
train: 66%|██████▌ | 259/391 [00:24<00:12, 10.54it/s]
train: 67%|██████▋ | 261/391 [00:24<00:12, 10.52it/s]
train: 67%|██████▋ | 263/391 [00:25<00:12, 10.52it/s]
train: 68%|██████▊ | 265/391 [00:25<00:11, 10.53it/s]
train: 68%|██████▊ | 267/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 269/391 [00:25<00:11, 10.53it/s]
train: 69%|██████▉ | 271/391 [00:25<00:11, 10.52it/s]
train: 70%|██████▉ | 273/391 [00:26<00:11, 10.52it/s]
train: 70%|███████ | 275/391 [00:26<00:11, 10.53it/s]
train: 71%|███████ | 277/391 [00:26<00:10, 10.53it/s]
train: 71%|███████▏ | 279/391 [00:26<00:10, 10.53it/s]
train: 72%|███████▏ | 281/391 [00:26<00:10, 10.52it/s]
train: 72%|███████▏ | 283/391 [00:27<00:10, 10.52it/s]
train: 73%|███████▎ | 285/391 [00:27<00:10, 10.53it/s]
train: 73%|███████▎ | 287/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 289/391 [00:27<00:09, 10.53it/s]
train: 74%|███████▍ | 291/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▍ | 293/391 [00:27<00:09, 10.52it/s]
train: 75%|███████▌ | 295/391 [00:28<00:09, 10.53it/s]
train: 76%|███████▌ | 297/391 [00:28<00:08, 10.53it/s]
train: 76%|███████▋ | 299/391 [00:28<00:08, 10.53it/s]
train: 77%|███████▋ | 301/391 [00:28<00:08, 10.52it/s]
train: 77%|███████▋ | 303/391 [00:28<00:08, 10.52it/s]
train: 78%|███████▊ | 305/391 [00:29<00:08, 10.53it/s]
train: 79%|███████▊ | 307/391 [00:29<00:07, 10.53it/s]
train: 79%|███████▉ | 309/391 [00:29<00:07, 10.53it/s]
train: 80%|███████▉ | 311/391 [00:29<00:07, 10.52it/s]
train: 80%|████████ | 313/391 [00:29<00:07, 10.52it/s]
train: 81%|████████ | 315/391 [00:30<00:07, 10.53it/s]
train: 81%|████████ | 317/391 [00:30<00:07, 10.53it/s]
train: 82%|████████▏ | 319/391 [00:30<00:06, 10.54it/s]
train: 82%|████████▏ | 321/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 323/391 [00:30<00:06, 10.52it/s]
train: 83%|████████▎ | 325/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▎ | 327/391 [00:31<00:06, 10.53it/s]
train: 84%|████████▍ | 329/391 [00:31<00:05, 10.53it/s]
train: 85%|████████▍ | 331/391 [00:31<00:05, 10.52it/s]
train: 85%|████████▌ | 333/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 335/391 [00:31<00:05, 10.53it/s]
train: 86%|████████▌ | 337/391 [00:32<00:05, 10.53it/s]
train: 87%|████████▋ | 339/391 [00:32<00:04, 10.53it/s]
train: 87%|████████▋ | 341/391 [00:32<00:04, 10.52it/s]
train: 88%|████████▊ | 343/391 [00:32<00:04, 10.53it/s]
train: 88%|████████▊ | 345/391 [00:32<00:04, 10.53it/s]
train: 89%|████████▊ | 347/391 [00:33<00:04, 10.53it/s]
train: 89%|████████▉ | 349/391 [00:33<00:03, 10.54it/s]
train: 90%|████████▉ | 351/391 [00:33<00:03, 10.52it/s]
train: 90%|█████████ | 353/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████ | 355/391 [00:33<00:03, 10.53it/s]
train: 91%|█████████▏| 357/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 359/391 [00:34<00:03, 10.53it/s]
train: 92%|█████████▏| 361/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 363/391 [00:34<00:02, 10.52it/s]
train: 93%|█████████▎| 365/391 [00:34<00:02, 10.53it/s]
train: 94%|█████████▍| 367/391 [00:35<00:02, 10.53it/s]
train: 94%|█████████▍| 369/391 [00:35<00:02, 10.53it/s]
train: 95%|█████████▍| 371/391 [00:35<00:01, 10.52it/s]
train: 95%|█████████▌| 373/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▌| 375/391 [00:35<00:01, 10.52it/s]
train: 96%|█████████▋| 377/391 [00:35<00:01, 10.53it/s]
train: 97%|█████████▋| 379/391 [00:36<00:01, 10.53it/s]
train: 97%|█████████▋| 381/391 [00:36<00:00, 10.52it/s]
train: 98%|█████████▊| 383/391 [00:36<00:00, 10.49it/s]
train: 98%|█████████▊| 385/391 [00:36<00:00, 10.51it/s]
train: 99%|█████████▉| 387/391 [00:36<00:00, 10.52it/s]
train: 99%|█████████▉| 389/391 [00:37<00:00, 10.53it/s]
train: 100%|██████████| 391/391 [00:37<00:00, 11.14it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:10, 7.35it/s]
eval: 10%|█ | 8/79 [00:00<00:01, 38.09it/s]
eval: 19%|█▉ | 15/79 [00:00<00:01, 49.94it/s]
eval: 28%|██▊ | 22/79 [00:00<00:01, 55.99it/s]
eval: 37%|███▋ | 29/79 [00:00<00:00, 59.48it/s]
eval: 46%|████▌ | 36/79 [00:00<00:00, 61.64it/s]
eval: 54%|█████▍ | 43/79 [00:00<00:00, 63.02it/s]
eval: 63%|██████▎ | 50/79 [00:00<00:00, 63.93it/s]
eval: 72%|███████▏ | 57/79 [00:00<00:00, 64.51it/s]
eval: 81%|████████ | 64/79 [00:01<00:00, 64.94it/s]
eval: 90%|████████▉ | 71/79 [00:01<00:00, 65.26it/s]
eval: 99%|█████████▊| 78/79 [00:01<00:00, 65.67it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.28it/s]
train: 1%| | 3/391 [00:00<00:45, 8.58it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.47it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.48it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.08it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.36it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.64it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.82it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.94it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.00it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.12it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.11it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.11it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.11it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.11it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.11it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.11it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.13it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.15it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.10it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.64it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.62it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.24it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.25it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.74it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.16it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.03it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.58it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.57it/s]
train: 1%| | 3/391 [00:00<00:43, 8.86it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.67it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.62it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.18it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.43it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.69it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.05it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.08it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.12it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.12it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.18it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.11it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.11it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.83it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.32it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.83it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.96it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.54it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.99it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.90it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.49it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.89it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.15it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.33it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.45it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.53it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.59it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.63it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:24, 4.60it/s]
train: 1%| | 3/391 [00:00<00:43, 8.89it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.69it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.63it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.18it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.43it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.69it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.86it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.05it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.08it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.17it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.19it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.20it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.12it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.18it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.21it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.12it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.16it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.18it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.18it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.11it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.18it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.20it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.18it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.21it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.18it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.16it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.18it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.18it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:15, 13.13it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.18it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.21it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.18it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.21it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.13it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.18it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.18it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.18it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.21it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.13it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.18it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.18it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.18it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.18it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.21it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.18it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.20it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.86it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.58it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.19it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.21it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.71it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.14it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.01it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.45it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.53it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.49it/s]
train: 1%| | 3/391 [00:00<00:44, 8.79it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.62it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.59it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.42it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.05it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.08it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.16it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.18it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.12it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.12it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.18it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.16it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.20it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.21it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.16it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.18it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.20it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.21it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.18it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.21it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.18it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.21it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.16it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.18it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.18it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.20it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.16it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.18it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.16it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.18it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.20it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.21it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.18it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.16it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.20it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.21it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.13it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.13it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.16it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.18it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.18it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.16it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.18it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.21it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.13it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.20it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.86it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.68it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.34it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.33it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.80it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.20it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.05it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.60it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.96it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.52it/s]
train: 1%| | 3/391 [00:00<00:44, 8.81it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.63it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.59it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.41it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.00it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.12it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.18it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.18it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.18it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.16it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.18it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.21it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.18it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.11it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.85it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.45it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.02it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.10it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.64it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.09it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.54it/s]
train: 1%| | 3/391 [00:00<00:43, 8.83it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.65it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.60it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.17it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.43it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.00it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.12it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.18it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.11it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.11it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.11it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.84it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.32it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.81it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.94it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.52it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.00it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.90it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.49it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.89it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.15it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.33it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.45it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.54it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.22it/s]
train: 1%| | 3/391 [00:00<00:45, 8.50it/s]
train: 1%|▏ | 5/391 [00:00<00:37, 10.41it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.44it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.05it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.35it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.63it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.81it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.94it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.00it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.20it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.12it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.18it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.18it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.18it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.21it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.18it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.18it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.18it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.16it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.18it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.13it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.16it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.18it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.18it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.18it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.18it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.16it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.18it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.21it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.16it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.18it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.18it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.16it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.18it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.18it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.21it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.18it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.18it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.20it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.77it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.48it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.06it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.13it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.66it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.10it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.56it/s]
train: 1%| | 3/391 [00:00<00:43, 8.85it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.66it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.62it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.18it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.43it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.69it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.86it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.05it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.02it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.08it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.18it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.17it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.19it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.20it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.12it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.18it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.12it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.18it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.16it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.18it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.21it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.18it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.13it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.18it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.18it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.18it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.18it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.13it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.16it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.18it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.18it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.17it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.11it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.18it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.20it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.21it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.18it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.16it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.20it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.21it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.13it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.18it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.21it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.13it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.16it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.18it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.18it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.11it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.20it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.85it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.45it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.02it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.10it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.64it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.09it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.49it/s]
train: 1%| | 3/391 [00:00<00:44, 8.78it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.61it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.58it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.15it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.41it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.08it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.18it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.17it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.19it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.20it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.12it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.18it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.18it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.18it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.11it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.20it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.87it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.47it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.03it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.11it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.65it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.09it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.97it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.57it/s]
train: 1%| | 3/391 [00:00<00:43, 8.85it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.66it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.61it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.17it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.43it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.17it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.18it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.11it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.11it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.11it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.15it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.16it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.17it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.11it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.11it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.11it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.11it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.11it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.11it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.83it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.54it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.15it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.20it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.71it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.13it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.00it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.57it/s]
train: 1%| | 3/391 [00:00<00:43, 8.86it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.67it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.62it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.18it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.43it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.69it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.86it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.05it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.02it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.08it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.16it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.18it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.11it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.17it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.20it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.18it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.12it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.16it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.18it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.18it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.18it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.18it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.18it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.18it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.18it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.18it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.18it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.18it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.18it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.18it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.18it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.20it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.86it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.58it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.16it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.21it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.71it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.14it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.00it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.53it/s]
train: 1%| | 3/391 [00:00<00:44, 8.82it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.63it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.59it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.15it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.42it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.05it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.17it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.19it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.12it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.18it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.16it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.18it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.21it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.18it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.16it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.18it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.20it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.18it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.11it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.11it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.18it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.18it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.18it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.21it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.18it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.11it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.83it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.60it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.22it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.25it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.74it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.16it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.03it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.59it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.51it/s]
train: 1%| | 3/391 [00:00<00:44, 8.80it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.63it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.59it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.42it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.18it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.17it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.19it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.20it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.12it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.12it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.18it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.18it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.18it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.18it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.16it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.18it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.21it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.18it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.16it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.18it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.21it/s]
train: 46%|████▋ | 181/391 [00:13<00:15, 13.13it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.16it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.18it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.18it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.13it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.18it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.18it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.18it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.21it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.18it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.18it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.20it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.21it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.13it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.18it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.16it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.13it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.16it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.18it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.21it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.18it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.18it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.21it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.18it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.85it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.56it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.17it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.20it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.70it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.13it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.01it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.49it/s]
train: 1%| | 3/391 [00:00<00:44, 8.78it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.61it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.58it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.15it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.41it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.11it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.11it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.10it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.11it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.86it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.64it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.27it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.28it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.76it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.17it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.04it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.59it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.21it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:27, 4.46it/s]
train: 1%| | 3/391 [00:00<00:44, 8.75it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.59it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.56it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.14it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.40it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.12it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.11it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.11it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.84it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.19it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.64it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.83it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.45it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.95it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.88it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.48it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.88it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.15it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.33it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.46it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.57it/s]
train: 1%| | 3/391 [00:00<00:43, 8.86it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.67it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.62it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.17it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.43it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.05it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.08it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.18it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.17it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.19it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.20it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.18it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.18it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.18it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.16it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.18it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.18it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.18it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.18it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.18it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.18it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.18it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.18it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.18it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.18it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.18it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.20it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.85it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.09it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.49it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.73it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.39it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.92it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.86it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.46it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.86it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.14it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.33it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.45it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.54it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.56it/s]
train: 1%| | 3/391 [00:00<00:43, 8.85it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.66it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.61it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.17it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.43it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.18it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.18it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.18it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.16it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.18it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.18it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.11it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.18it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.84it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.47it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.05it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.13it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.66it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.10it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.97it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.91it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.16it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.33it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.45it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.52it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.58it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.61it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.64it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.66it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.67it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.69it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.71it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.73it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.31it/s]
train: 1%| | 3/391 [00:00<00:45, 8.60it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.48it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.49it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.09it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.37it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.64it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.82it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.94it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.99it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.09it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.11it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.11it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.18it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.18it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.11it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.18it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.18it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.18it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.81it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.53it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.13it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.18it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.70it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.12it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.46it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.54it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.51it/s]
train: 1%| | 3/391 [00:00<00:44, 8.80it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.63it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.59it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.42it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.05it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.08it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.12it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.18it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.16it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.18it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.18it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.18it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.18it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.21it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.21it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.18it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.18it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.18it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.18it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.18it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.18it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.18it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.82it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.41it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.95it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.06it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.62it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.07it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.96it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.56it/s]
train: 1%| | 3/391 [00:00<00:43, 8.85it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.66it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.61it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.18it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.43it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.12it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.18it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.11it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.11it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.11it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.11it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.11it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.84it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.46it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.03it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.11it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.65it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.10it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.45it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.54it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.70it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.72it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.58it/s]
train: 1%| | 3/391 [00:00<00:43, 8.87it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.68it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.62it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.18it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.43it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.05it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.17it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.19it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.20it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.12it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.16it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.18it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.18it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.18it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.18it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.16it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.16it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.18it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.18it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.18it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.18it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.18it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.11it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.11it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.13it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.16it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.18it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.21it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.16it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.18it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.21it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.18it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.18it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.21it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.18it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.18it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.21it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.85it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.59it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.22it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.24it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.73it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.15it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.02it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.58it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.51it/s]
train: 1%| | 3/391 [00:00<00:44, 8.80it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.63it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.59it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.42it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.05it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.08it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.18it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.17it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.19it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.20it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.12it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.12it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.18it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.11it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.18it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.18it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.18it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.21it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.13it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.16it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.18it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.18it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.18it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.16it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.18it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.18it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.18it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.18it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.18it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.21it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.16it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.18it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.17it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.16it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.18it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.20it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.18it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.18it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.20it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.86it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.56it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.18it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.22it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.72it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.14it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.01it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.70it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:24, 4.61it/s]
train: 1%| | 3/391 [00:00<00:43, 8.90it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.69it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.63it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.18it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.43it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.69it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.05it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.08it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.09it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.12it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.12it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.18it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.18it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.20it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.16it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.18it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.20it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.16it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.18it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.18it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.20it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.21it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.16it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.18it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.20it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.21it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.13it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.16it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.18it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.18it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.16it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.18it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.18it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.18it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.20it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.21it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.16it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.18it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.18it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.21it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.13it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.16it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.18it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.21it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.18it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.18it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.15it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.18it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.20it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.82it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.68it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.34it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.33it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.80it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.20it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.06it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.60it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.97it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.21it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.38it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.55it/s]
train: 1%| | 3/391 [00:00<00:43, 8.84it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.66it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.61it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.17it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.42it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.11it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.11it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.11it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.11it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.11it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.11it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.85it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.32it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.83it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.96it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.54it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.02it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.92it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.51it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.88it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.15it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.33it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.45it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.53it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.59it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.69it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.56it/s]
train: 1%| | 3/391 [00:00<00:43, 8.85it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.66it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.61it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.17it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.43it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.69it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.05it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.12it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.18it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.11it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.11it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.11it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.14it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.18it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.82it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.38it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.91it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.02it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.58it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.04it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.94it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.52it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.91it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.45it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.53it/s]
train: 1%| | 3/391 [00:00<00:43, 8.82it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.64it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.59it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.41it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.00it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.09it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.18it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.11it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.11it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.11it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.11it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.11it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.11it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.11it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.11it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.11it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.11it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.84it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.56it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.17it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.21it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.72it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.14it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.01it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.49it/s]
train: 1%| | 3/391 [00:00<00:44, 8.78it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.61it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.58it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.15it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.41it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.00it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.09it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.12it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.11it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.17it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.11it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.11it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.11it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.17it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.18it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.10it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.10it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.11it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.11it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.18it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.83it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.02it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.38it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.64it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.32it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.87it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.83it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.44it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.85it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.13it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.32it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.45it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.53it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.59it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:29, 4.37it/s]
train: 1%| | 3/391 [00:00<00:44, 8.67it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.53it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.52it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.11it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.39it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.65it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.00it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.17it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.20it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.12it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.12it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.11it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.18it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.18it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.18it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.18it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.16it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.18it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.18it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.21it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.18it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.18it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.18it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.16it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.21it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.18it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.18it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.13it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.18it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.18it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.18it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.20it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.82it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.49it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.06it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.13it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.65it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.09it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:27, 4.44it/s]
train: 1%| | 3/391 [00:00<00:44, 8.73it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.57it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.55it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.13it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.39it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.99it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.09it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.12it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.18it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.18it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.21it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.16it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.18it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.84it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.49it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.08it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.16it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.69it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.13it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.00it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:24, 4.59it/s]
train: 1%| | 3/391 [00:00<00:43, 8.88it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.68it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.63it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.18it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.43it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.69it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.05it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.09it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.12it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.18it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.11it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.11it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.21it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.18it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.21it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.16it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.18it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.20it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.21it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.18it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.11it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.18it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.18it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.83it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.61it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.23it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.24it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.73it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.15it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.02it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.58it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.57it/s]
train: 1%| | 3/391 [00:00<00:43, 8.86it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.67it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.62it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.17it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.43it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.05it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.18it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.12it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.18it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.18it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.18it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.18it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.11it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.18it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.18it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.16it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.11it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.18it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.16it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.18it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.18it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.21it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.13it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.20it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.81it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.61it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.24it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.26it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.74it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.16it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.02it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.58it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:27, 4.47it/s]
train: 1%| | 3/391 [00:00<00:44, 8.76it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.60it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.57it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.15it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.41it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.09it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.18it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.11it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.11it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.18it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.11it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.11it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.18it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.18it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.20it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.80it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.50it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.09it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.16it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.67it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.11it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.46it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:24, 4.60it/s]
train: 1%| | 3/391 [00:00<00:43, 8.89it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.69it/s]
train: 2%|▏ | 7/391 [00:00<00:32, 11.64it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.19it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.44it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.69it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.86it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.05it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.02it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.08it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.16it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.18it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.11it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.17it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.19it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.20it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.12it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.16it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.18it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.18it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.16it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.18it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.16it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.18it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.21it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.18it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.18it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.18it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.21it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.13it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.16it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.18it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.18it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.16it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.18it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.20it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.21it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.18it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.16it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.18it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.20it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.18it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.21it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.18it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.20it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.21it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.18it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.20it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.16it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.11it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.18it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.18it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.20it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.21it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.18it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.21it/s]
train: 77%|███████▋ | 301/391 [00:22<00:06, 13.13it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.16it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.18it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.13it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.18it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.20it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.21it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.16it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.18it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.78it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.46it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.03it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.11it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.65it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.09it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.52it/s]
train: 1%| | 3/391 [00:00<00:44, 8.81it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.63it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.59it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.42it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.18it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.11it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.11it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.11it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.11it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.11it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.11it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.17it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.18it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.10it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.11it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.10it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.83it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.44it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.00it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.10it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.64it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.09it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.58it/s]
train: 1%| | 3/391 [00:00<00:43, 8.87it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.68it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.62it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.17it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.43it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.69it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.09it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.11it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.11it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.11it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.10it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.18it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.20it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.82it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.58it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.20it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.23it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.73it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.14it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.01it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.33it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.44it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.53it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.59it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.52it/s]
train: 1%| | 3/391 [00:00<00:44, 8.81it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.63it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.59it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.15it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.41it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.00it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.17it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.20it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.12it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.11it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.11it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.11it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.11it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.11it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.11it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.11it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.18it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.20it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.84it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.68it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.34it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.33it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.79it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.19it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.04it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.59it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.53it/s]
train: 1%| | 3/391 [00:00<00:44, 8.82it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.64it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.60it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.41it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.00it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.09it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.18it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.18it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.11it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.18it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.20it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.83it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.38it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.90it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.02it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.59it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.05it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.95it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.52it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.91it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.16it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.46it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.57it/s]
train: 1%| | 3/391 [00:00<00:43, 8.86it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.67it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.62it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.18it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.43it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.69it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.86it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.05it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.20it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.12it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.16it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.18it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.18it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.18it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.11it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.18it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.21it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.16it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.21it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.18it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.18it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.11it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.11it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.21it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.16it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.18it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.18it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.18it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.16it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.18it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.21it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.18it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.21it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.15it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.18it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.20it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.86it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.45it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.02it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.11it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.64it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.09it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.96it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.58it/s]
train: 1%| | 3/391 [00:00<00:43, 8.87it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.68it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.63it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.19it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.44it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.86it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.05it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.08it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.16it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.18it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.17it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.20it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.12it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.18it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.12it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.18it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.21it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.13it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.16it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.18it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.21it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.18it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.20it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.21it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.18it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.20it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.21it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.16it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.18it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.16it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.18it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.18it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.21it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.18it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.16it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.18it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.21it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.18it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.16it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.18it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.21it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.18it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.21it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.13it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.16it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.18it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.20it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.21it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.18it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.21it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.13it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.18it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.20it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.21it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.21it/s]
train: 77%|███████▋ | 301/391 [00:22<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.16it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.21it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.16it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.18it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.16it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.18it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.20it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.21it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.13it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.18it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.20it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.21it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.16it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.20it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.21it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.18it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.21it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.20it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.82it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.61it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.24it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.26it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.75it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.17it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.04it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.59it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.96it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.21it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.38it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.57it/s]
train: 1%| | 3/391 [00:00<00:43, 8.86it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.67it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.62it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.18it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.43it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.69it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.05it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.02it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.08it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.13it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.16it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.18it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.17it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.20it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.18it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.11it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.11it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.18it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.18it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.16it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.20it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.21it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.18it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.18it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.18it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.18it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.18it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.16it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.18it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.18it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.21it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.18it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.21it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.18it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.21it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.18it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.16it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.21it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.18it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.21it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.20it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.18it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.21it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.18it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.21it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.13it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.18it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.20it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.20it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.84it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.55it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.16it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.21it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.71it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.14it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.01it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.32it/s]
train: 1%| | 3/391 [00:00<00:45, 8.62it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.49it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.50it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.09it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.37it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.64it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.82it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.93it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.02it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.09it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.18it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.11it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.11it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.11it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.11it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.11it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.18it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.10it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.11it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.10it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.10it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.11it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.11it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.11it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.11it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.14it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.10it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.10it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.11it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.84it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.42it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.96it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.05it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.60it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.06it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.94it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.52it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.90it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.15it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.32it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.44it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.52it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.58it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.63it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:28, 4.43it/s]
train: 1%| | 3/391 [00:00<00:44, 8.72it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.57it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.55it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.13it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.39it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.00it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.17it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.19it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.20it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.12it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.18it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.18it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.18it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.21it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.11it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.16it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.18it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.13it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.18it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.18it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.21it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.11it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.18it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.18it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.18it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.18it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.11it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.11it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.21it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.13it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.18it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.21it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.80it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.51it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.10it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.16it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.68it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.12it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:24, 4.62it/s]
train: 1%| | 3/391 [00:00<00:43, 8.90it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.70it/s]
train: 2%|▏ | 7/391 [00:00<00:32, 11.64it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.19it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.44it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.70it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.86it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.05it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.00it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.11it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.11it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.11it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.11it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.11it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.18it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.10it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.10it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.10it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.20it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.83it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.34it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.86it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.99it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.57it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.04it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.94it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.52it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.91it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.58it/s]
train: 1%| | 3/391 [00:00<00:43, 8.87it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.67it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.62it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.18it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.43it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.00it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.11it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.11it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.11it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.11it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.11it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.18it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.10it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.10it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.11it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.11it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.11it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.11it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.10it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.11it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.78it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.53it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.13it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.19it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.70it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.13it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.00it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.57it/s]
train: 1%| | 3/391 [00:00<00:43, 8.86it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.67it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.62it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.18it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.43it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.69it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.86it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.98it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.06it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.02it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.08it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.13it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.16it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.18it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.18it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.18it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.11it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.11it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.11it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.11it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.11it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.11it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.11it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.11it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.11it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.11it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.83it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.50it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.08it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.15it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.67it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.11it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.55it/s]
train: 1%| | 3/391 [00:00<00:43, 8.85it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.66it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.61it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.17it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.41it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.12it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.11it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.11it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.11it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.11it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.18it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.11it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.18it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.85it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.60it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.22it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.25it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.74it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.16it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.02it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.58it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.55it/s]
train: 1%| | 3/391 [00:00<00:43, 8.84it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.66it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.61it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.17it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.42it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.00it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.09it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.11it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.11it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.11it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.11it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.11it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.10it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.11it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.10it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.11it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.11it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.14it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.11it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.11it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.10it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.81it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.96it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.28it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.57it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.27it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.83it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.80it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.42it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.85it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.13it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.32it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.45it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.53it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.56it/s]
train: 1%| | 3/391 [00:00<00:43, 8.85it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.66it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.61it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.17it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.42it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.00it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.09it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.10it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.11it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.11it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.10it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.10it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.11it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.10it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.10it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.11it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.14it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.11it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.11it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.12it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.11it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.83it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.63it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.28it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.29it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.77it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.19it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.05it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.60it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.97it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.21it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.38it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.57it/s]
train: 1%| | 3/391 [00:00<00:43, 8.86it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.67it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.62it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.18it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.42it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.05it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.09it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.12it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.18it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.11it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.11it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.10it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.10it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.11it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.18it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.11it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.18it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.10it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.82it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.49it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.07it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.14it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.67it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.11it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.52it/s]
train: 1%| | 3/391 [00:00<00:44, 8.81it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.63it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.59it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.41it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.09it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.18it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.11it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.11it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.11it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.11it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.11it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.10it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.18it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.21it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.11it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.11it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.11it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.11it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.12it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.18it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.18it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.21it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.20it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.83it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.16it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.57it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.78it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.42it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.94it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.87it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.46it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.87it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.13it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.31it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.44it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.53it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.58it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.63it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.66it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.68it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:24, 4.59it/s]
train: 1%| | 3/391 [00:00<00:43, 8.88it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.68it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.63it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.18it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.43it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.05it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.16it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.18it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.17it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.20it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.11it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.11it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.11it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.18it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.16it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.18it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.12it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.11it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.11it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.11it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.12it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.18it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.11it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.11it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.82it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.47it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.04it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.12it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.66it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.10it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.57it/s]
train: 1%| | 3/391 [00:00<00:43, 8.86it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.67it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.62it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.18it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.42it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.00it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.17it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.19it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.20it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.18it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.11it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.11it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.11it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.11it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.21it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.11it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.11it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.12it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.11it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.18it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.21it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.18it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.20it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.21it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.11it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.11it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.11it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.11it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.11it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.12it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.20it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.84it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.61it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.23it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.25it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.74it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.16it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.03it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.58it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.28it/s]
train: 1%| | 3/391 [00:00<00:45, 8.56it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.44it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.46it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.07it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.35it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.63it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.81it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.94it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.99it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.09it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.11it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.11it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.11it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.11it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.11it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.11it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.10it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.11it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.11it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.11it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.11it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.11it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.11it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.11it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.83it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.65it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.30it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.30it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.78it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.18it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.05it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.59it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.53it/s]
train: 1%| | 3/391 [00:00<00:43, 8.83it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.65it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.60it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.42it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.00it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.09it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.18it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.21it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.11it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.11it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.18it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.11it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.11it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.11it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.11it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.11it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.11it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.18it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.21it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.10it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.11it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.17it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.80it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.52it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.10it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.15it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.66it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.09it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.97it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.53it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.90it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.15it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.32it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.44it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.53it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.58it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.62it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.65it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.67it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.67it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.69it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.72it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.29it/s]
train: 1%| | 3/391 [00:00<00:45, 8.58it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.47it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.48it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.08it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.36it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.63it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.82it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.94it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.99it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.10it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.20it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.12it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.12it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.11it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.12it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.11it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.18it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.12it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.12it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.10it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.12it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.12it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.20it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.21it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.18it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.12it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.18it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.21it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.12it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.12it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.12it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.18it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.11it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.12it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.18it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.11it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.11it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.15it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.12it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.18it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.11it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.12it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.20it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.82it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.52it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.11it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.17it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.69it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.12it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.00it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.54it/s]
train: 1%| | 3/391 [00:00<00:43, 8.83it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.64it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.60it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.42it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.99it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.08it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.10it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.10it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.11it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.11it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.18it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.15it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.10it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.10it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.10it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.10it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.10it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.10it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.10it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.11it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.11it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.10it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.14it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.10it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.10it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.10it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.15it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.10it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.10it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.10it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.10it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.79it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.56it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.17it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.21it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.71it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.14it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.00it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:24, 4.60it/s]
train: 1%| | 3/391 [00:00<00:43, 8.89it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.69it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.63it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.18it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.43it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.00it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.08it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.11it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.11it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.11it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.10it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.11it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.10it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.10it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.10it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.14it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.11it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.10it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.10it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.12it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.10it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.11it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.82it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.92it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.11it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.45it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.19it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.79it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.77it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.40it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.83it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.11it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.31it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.44it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.54it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.58it/s]
train: 1%| | 3/391 [00:00<00:43, 8.88it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.68it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.63it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.19it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.42it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.05it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.00it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.09it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.11it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.11it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.10it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.11it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.10it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.11it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.10it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.10it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.10it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.10it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.14it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.10it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.11it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.10it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.11it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.14it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.16it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.12it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.82it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.45it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.02it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.10it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.64it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.08it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.97it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.91it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.46it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.54it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.59it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.63it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.66it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.68it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:24, 4.60it/s]
train: 1%| | 3/391 [00:00<00:43, 8.89it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.69it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.63it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.19it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.43it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.99it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.09it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.11it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.10it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.11it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.11it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.11it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.17it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.10it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.10it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.10it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.10it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.11it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.11it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.10it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.14it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.11it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.10it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.10it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.10it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.10it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.10it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.10it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.10it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.82it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.04it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.41it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.67it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.35it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.89it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.83it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.45it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.86it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.14it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.33it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.45it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.53it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:24, 4.60it/s]
train: 1%| | 3/391 [00:00<00:43, 8.89it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.68it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.63it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.18it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.43it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.05it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.01it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.09it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.10it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.10it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.11it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.11it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.10it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.10it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.15it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.17it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.18it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.18it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.10it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.10it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.10it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.11it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.11it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.11it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.14it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.11it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.10it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.10it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.10it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.10it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.10it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.82it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.52it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.11it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.17it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.69it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.12it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.00it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.70it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.72it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.52it/s]
train: 1%| | 3/391 [00:00<00:44, 8.81it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.63it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.59it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.41it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.99it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.08it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.18it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.12it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.15it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.18it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.20it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.11it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.11it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.10it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.11it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.11it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.10it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.11it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.15it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.11it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.10it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.12it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.11it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.14it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.11it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.15it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.10it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.10it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.82it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.66it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.32it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.32it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.80it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.20it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.05it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.61it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.97it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.21it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.38it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.54it/s]
train: 1%| | 3/391 [00:00<00:43, 8.83it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.65it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.60it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.17it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.41it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.00it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.08it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.10it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.11it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.15it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.17it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.18it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.10it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.10it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.10it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.10it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.10it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.11it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.11it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.10it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.10it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.14it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.11it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.11it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.10it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.10it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.10it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.11it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.10it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.17it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.80it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.63it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.26it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.27it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.75it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.17it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.03it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.58it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:24, 4.61it/s]
train: 1%| | 3/391 [00:00<00:43, 8.90it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.70it/s]
train: 2%|▏ | 7/391 [00:00<00:32, 11.64it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.19it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.43it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.05it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.00it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.09it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.11it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.11it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.10it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.11it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.11it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.10it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.10it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.10it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.10it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.10it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.14it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.11it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.10it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.10it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.11it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.10it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.79it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.64it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.28it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.29it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.77it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.18it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.05it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.59it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.96it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.51it/s]
train: 1%| | 3/391 [00:00<00:44, 8.80it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.63it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.59it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.15it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.40it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.13it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.16it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.18it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.18it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.10it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.10it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.17it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.11it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.11it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.10it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.11it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.10it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.11it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.11it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.10it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.11it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.11it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.14it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.10it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.11it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.10it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.10it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.10it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.09it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.82it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.51it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.11it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.17it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.68it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.12it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.65it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.68it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.54it/s]
train: 1%| | 3/391 [00:00<00:43, 8.83it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.65it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.61it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.41it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.00it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.18it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.08it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.15it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.10it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.11it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.11it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.10it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.11it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.15it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.12it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.10it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:17<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.11it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.17it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.11it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.09it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.14it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.11it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.11it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.10it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.10it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.10it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.10it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.81it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.55it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.15it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.20it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.70it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.12it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.46it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.54it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.59it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.63it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.65it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.68it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.68it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.70it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.59it/s]
train: 1%| | 3/391 [00:00<00:43, 8.88it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.68it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.62it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.18it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.42it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.99it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.08it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.10it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.11it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.10it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.10it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.10it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.10it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.11it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.10it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.10it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.10it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.11it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.10it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.14it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.11it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.10it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.11it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.81it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.48it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.06it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.14it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.66it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.11it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:24, 4.59it/s]
train: 1%| | 3/391 [00:00<00:43, 8.88it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.68it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.63it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.17it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.42it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.00it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.08it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.10it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.11it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.11it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.11it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.21it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.11it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.11it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.10it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.10it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.10it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.10it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.10it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.10it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.10it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.11it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.11it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.10it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.10it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.10it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.14it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.11it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.11it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.10it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.10it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.10it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.10it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.20it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.82it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.59it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.22it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.24it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.74it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.16it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.02it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.58it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.59it/s]
train: 1%| | 3/391 [00:00<00:43, 8.87it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.68it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.62it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.18it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.42it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.00it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.09it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.20it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.10it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.11it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.11it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.11it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.11it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.10it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.10it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.10it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.10it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.10it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.10it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.10it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.10it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.14it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.11it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.11it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.10it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.10it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.10it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.10it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.10it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.81it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.44it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.00it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.09it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.63it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.09it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.54it/s]
train: 1%| | 3/391 [00:00<00:43, 8.83it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.65it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.61it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.17it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.41it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.99it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.08it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.10it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.10it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.17it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.11it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.11it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.11it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.15it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.15it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.11it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.15it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.10it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.10it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.10it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.15it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.10it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.10it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.10it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.10it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.10it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.10it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.10it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.10it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.11it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.10it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.83it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.39it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.93it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.04it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.60it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.06it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.96it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.53it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.91it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:36, 4.02it/s]
train: 1%| | 3/391 [00:00<00:46, 8.29it/s]
train: 1%|▏ | 5/391 [00:00<00:37, 10.26it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.33it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 11.98it/s]
train: 3%|▎ | 11/391 [00:01<00:30, 12.28it/s]
train: 3%|▎ | 13/391 [00:01<00:30, 12.58it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.78it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.92it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.01it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.08it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.17it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.11it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:08<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.11it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.15it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.10it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.10it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.11it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.10it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.10it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.10it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.10it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.10it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.14it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.10it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.10it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.10it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.10it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.10it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.10it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.11it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.83it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.34it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.86it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.99it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.57it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.04it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.94it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.52it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.91it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.33it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.45it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.54it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:27, 4.45it/s]
train: 1%| | 3/391 [00:00<00:44, 8.75it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.59it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.56it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.14it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.39it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.99it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.08it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.10it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.11it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.12it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.15it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.10it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.10it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.10it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.10it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.15it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.11it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.10it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.10it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.10it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.10it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.10it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.11it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.10it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.10it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.11it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.14it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.11it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.10it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.10it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.10it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.10it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.10it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.80it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.50it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.08it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.16it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.67it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.11it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.00it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:24, 4.59it/s]
train: 1%| | 3/391 [00:00<00:43, 8.88it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.68it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.63it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.18it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.41it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.00it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.08it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.10it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.12it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.15it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.17it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.10it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.10it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.10it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.10it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.11it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.10it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.12it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.15it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.10it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.10it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.10it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.10it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.10it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.14it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.10it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.11it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.10it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.10it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.10it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.10it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.81it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.53it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.13it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.18it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.69it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.12it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.00it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:24, 4.60it/s]
train: 1%| | 3/391 [00:00<00:43, 8.89it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.68it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.63it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.18it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.42it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.99it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.08it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.15it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.17it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.18it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.12it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.17it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.18it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.08it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.12it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.15it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.14it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.18it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.09it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.15it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.17it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.15it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.10it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.10it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.10it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.10it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.10it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.10it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.10it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.10it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.10it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.10it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.09it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.81it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.06it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.44it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.69it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.36it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.90it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.84it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.45it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.86it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.14it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.33it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.45it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.54it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.51it/s]
train: 1%| | 3/391 [00:00<00:44, 8.81it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.63it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.59it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.40it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.99it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.08it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.11it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.15it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.17it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.10it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.10it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.10it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.10it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.11it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.10it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.10it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.14it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.10it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.10it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.10it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.10it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.10it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.10it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.80it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.47it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.04it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.12it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.66it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.10it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.56it/s]
train: 1%| | 3/391 [00:00<00:43, 8.86it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.67it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.62it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.18it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.42it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.97it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.05it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.00it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.08it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.18it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.10it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.09it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.10it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.10it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.10it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.10it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.10it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.10it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.10it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.10it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.10it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.10it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.10it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.10it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.10it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.10it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.10it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.10it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.10it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.10it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.82it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.60it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.21it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.23it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.73it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.15it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.01it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:28, 4.43it/s]
train: 1%| | 3/391 [00:00<00:44, 8.72it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.57it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.55it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.13it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.38it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.64it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.82it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.94it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.02it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.09it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.11it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.10it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.10it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.10it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.10it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.10it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.10it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.10it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.10it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.10it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.18it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.10it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.10it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.10it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.10it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.10it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.10it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.11it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.10it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.80it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.49it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.08it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.15it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.67it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.12it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.00it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.45it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.53it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.63it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.66it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.68it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.69it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.71it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.73it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.50it/s]
train: 1%| | 3/391 [00:00<00:44, 8.79it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.62it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.58it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.15it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.39it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.65it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.08it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.10it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.10it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.11it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.10it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.10it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.10it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.10it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.10it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.10it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.10it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.10it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.10it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.10it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.14it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.10it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.10it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.09it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.15it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.17it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.10it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.15it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.09it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.80it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.15it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.57it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.78it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.41it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.93it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.86it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.47it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.87it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.15it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.33it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.44it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.54it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.49it/s]
train: 1%| | 3/391 [00:00<00:44, 8.78it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.61it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.58it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.15it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.40it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.08it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.15it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.17it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.09it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.14it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.10it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.15it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.10it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.11it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.10it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.15it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.11it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.11it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.14it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.11it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.10it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.10it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.15it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.10it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.10it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.10it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.10it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.20it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.79it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.48it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.05it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.12it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.65it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.10it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:27, 4.44it/s]
train: 1%| | 3/391 [00:00<00:44, 8.74it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.59it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.56it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.13it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.38it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.65it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.00it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.12it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.08it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.20it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.11it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.11it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.15it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.11it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.11it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.10it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.11it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.15it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.10it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.10it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.10it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.10it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.10it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.10it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.11it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.09it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.10it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.10it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.10it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.10it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.10it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.10it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.10it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.11it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.18it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.80it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.49it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.08it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.14it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.66it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.11it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.58it/s]
train: 1%| | 3/391 [00:00<00:43, 8.87it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.68it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.62it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.18it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.41it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.15it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.17it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.10it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.18it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.10it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.10it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.10it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.17it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.10it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.10it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.09it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.18it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.17it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.18it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.18it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.15it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.10it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.10it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.10it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.82it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.50it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.09it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.15it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.67it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.11it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.00it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:27, 4.47it/s]
train: 1%| | 3/391 [00:00<00:44, 8.76it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.60it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.57it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.14it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.39it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.10it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.08it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.17it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.10it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.09it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.18it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.10it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.10it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.10it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.10it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.10it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.10it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.14it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.10it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.10it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.09it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.10it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.12it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.10it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.09it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.81it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.07it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.17it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.49it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.23it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.80it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.78it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.41it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.83it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.11it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.30it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.44it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.52it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.58it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.63it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.55it/s]
train: 1%| | 3/391 [00:00<00:43, 8.83it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.64it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.60it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.40it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.99it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.10it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.10it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.09it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.10it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.10it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.11it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.15it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:14, 13.13it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.16it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.06it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.10it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.16it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.18it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.08it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.10it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.10it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.10it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.09it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.14it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.11it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.19it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.15it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.10it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.15it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.17it/s]
train: 84%|████████▎ | 327/391 [00:24<00:04, 13.19it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.10it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.10it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.10it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.11it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.15it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.19it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.10it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.81it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.38it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.88it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.01it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.58it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.05it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.95it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.53it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.91it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:24, 4.60it/s]
train: 1%| | 3/391 [00:00<00:43, 8.87it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.67it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.62it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.18it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.41it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.08it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.15it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.10it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.10it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.07it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.17it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.10it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.17it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.08it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.10it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.15it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.16it/s]
train: 57%|█████▋ | 221/391 [00:16<00:13, 13.07it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.17it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.10it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.09it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.12it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.10it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.10it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.09it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.10it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.10it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.80it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.54it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.12it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.17it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.69it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.12it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.00it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:28, 4.40it/s]
train: 1%| | 3/391 [00:00<00:47, 8.16it/s]
train: 1%|▏ | 5/391 [00:00<00:38, 10.15it/s]
train: 2%|▏ | 7/391 [00:00<00:34, 11.26it/s]
train: 2%|▏ | 9/391 [00:00<00:32, 11.93it/s]
train: 3%|▎ | 11/391 [00:01<00:31, 12.24it/s]
train: 3%|▎ | 13/391 [00:01<00:30, 12.55it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.76it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.90it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.00it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.96it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.04it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.10it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:08<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.10it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.06it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.11it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.14it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.09it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.10it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.10it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.10it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.10it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.10it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.11it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.15it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.17it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.19it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.06it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 12.99it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.06it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.11it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.15it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.17it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.10it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.10it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.10it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.10it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.10it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.83it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.52it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.09it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.15it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.67it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.10it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.63it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.66it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.68it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:28, 4.42it/s]
train: 1%| | 3/391 [00:00<00:44, 8.70it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.56it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.54it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.12it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.37it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.65it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.99it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.09it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.10it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.10it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.17it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.11it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.11it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.11it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.10it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.09it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.10it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.11it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.10it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.19it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.10it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.10it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.10it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.10it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.10it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.10it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.09it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.11it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.17it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.10it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.10it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.10it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.11it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.11it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.15it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.10it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.10it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.19it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.11it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.14it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.82it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.47it/s]
eval: 5%|▌ | 4/79 [00:00<00:04, 17.03it/s]
eval: 10%|█ | 8/79 [00:00<00:02, 23.70it/s]
eval: 15%|█▌ | 12/79 [00:00<00:02, 26.86it/s]
eval: 20%|██ | 16/79 [00:00<00:02, 28.61it/s]
eval: 25%|██▌ | 20/79 [00:00<00:01, 29.67it/s]
eval: 30%|███ | 24/79 [00:00<00:01, 30.35it/s]
eval: 35%|███▌ | 28/79 [00:01<00:01, 30.79it/s]
eval: 41%|████ | 32/79 [00:01<00:01, 31.09it/s]
eval: 46%|████▌ | 36/79 [00:01<00:01, 31.29it/s]
eval: 51%|█████ | 40/79 [00:01<00:01, 31.43it/s]
eval: 56%|█████▌ | 44/79 [00:01<00:01, 31.52it/s]
eval: 61%|██████ | 48/79 [00:01<00:00, 31.59it/s]
eval: 66%|██████▌ | 52/79 [00:01<00:00, 31.63it/s]
eval: 71%|███████ | 56/79 [00:01<00:00, 31.67it/s]
eval: 76%|███████▌ | 60/79 [00:02<00:00, 31.69it/s]
eval: 81%|████████ | 64/79 [00:02<00:00, 31.71it/s]
eval: 86%|████████▌ | 68/79 [00:02<00:00, 31.72it/s]
eval: 91%|█████████ | 72/79 [00:02<00:00, 31.74it/s]
eval: 96%|█████████▌| 76/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:28, 4.42it/s]
train: 1%| | 3/391 [00:00<00:44, 8.70it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.56it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.54it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.12it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.38it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.64it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.82it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.09it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.10it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.15it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.17it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.18it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.17it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.18it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.08it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.15it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.10it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.09it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.10it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.08it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.12it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.15it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.10it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.10it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.11it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.16it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.18it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.08it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.10it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.10it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.10it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.09it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.10it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.09it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.10it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.10it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.08it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.10it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.81it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.45it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.99it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.09it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.63it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.08it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.96it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.46it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.54it/s]
train: 1%| | 3/391 [00:00<00:44, 8.82it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.64it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.60it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.40it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 13.00it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.07it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.08it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.11it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.15it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.10it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.09it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.10it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.04it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.10it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.14it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.06it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.11it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.14it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.18it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.09it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.15it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.10it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.10it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.10it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.10it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.11it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.10it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.09it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.11it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.10it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.10it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.79it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.70it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.34it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.34it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.80it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.20it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.06it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.60it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.97it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.21it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.38it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:27, 4.45it/s]
train: 1%| | 3/391 [00:00<00:44, 8.64it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.51it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.50it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.09it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.35it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.63it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.81it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.94it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.02it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.97it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.13it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.10it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.10it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.10it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.10it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.10it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.19it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.09it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.10it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.10it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.10it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.10it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.10it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.10it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.15it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.10it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.09it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.10it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.09it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.09it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.17it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.79it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.52it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.09it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.16it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.69it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.12it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.00it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.55it/s]
train: 1%| | 3/391 [00:00<00:43, 8.83it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.65it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.60it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.17it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.40it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.99it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.18it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.08it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.15it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.09it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.17it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.10it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.10it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.10it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.10it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.10it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.12it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.10it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.10it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.11it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.09it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.10it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.10it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.10it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.10it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.18it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.09it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.78it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.56it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.12it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.18it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.69it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.11it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.46it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.58it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.62it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.65it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.68it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.70it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.72it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:28, 4.39it/s]
train: 1%| | 3/391 [00:00<00:44, 8.68it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.54it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.53it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.12it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.37it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.65it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.99it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.10it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.10it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.11it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.04it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.09it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.13it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.18it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.09it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.10it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.10it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.10it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.10it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.09it/s]
train: 70%|██████▉ | 273/391 [00:20<00:09, 13.08it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.13it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.16it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.18it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.09it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.10it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.10it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.10it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.14it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.18it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.08it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.12it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.10it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.10it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.83it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.61it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.21it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.24it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.74it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.16it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.03it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.58it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.96it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.43it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.52it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.59it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.53it/s]
train: 1%| | 3/391 [00:00<00:43, 8.82it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.64it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.60it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.40it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.18it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.12it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.18it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.15it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.17it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.10it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.19it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.10it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.12it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.15it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.17it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.08it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.12it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.15it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.10it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.19it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.08it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.09it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.17it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.07it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.11it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.14it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.18it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.07it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.12it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.15it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.16it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.08it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.15it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.17it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.15it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.18it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.12it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.15it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.17it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.82it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.38it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.89it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.01it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.58it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.05it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.94it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.52it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.91it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.54it/s]
train: 1%| | 3/391 [00:00<00:44, 8.81it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.63it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.59it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.40it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.04it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.09it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.13it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.06it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.17it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.08it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.12it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.15it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.17it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.12it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.14it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.17it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.18it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.17it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.17it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.09it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.17it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.07it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.11it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.18it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.09it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.15it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.17it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:13, 13.07it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.17it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.15it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.17it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.09it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.12it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.12it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.17it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.08it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.15it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.17it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.08it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.12it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.17it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.15it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.08it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.12it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.15it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.17it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.05it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.11it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.15it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.79it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.44it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.94it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.04it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.61it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.07it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.97it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.53it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.54it/s]
train: 1%| | 3/391 [00:00<00:43, 8.82it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.64it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.59it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.40it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.10it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.19it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.10it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.10it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.10it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.10it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.10it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.08it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.12it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.15it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.10it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.09it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.17it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.10it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.10it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.10it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.10it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.10it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.10it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.82it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.03it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.36it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.63it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.31it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.87it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.83it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.44it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.86it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.13it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.32it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.45it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.53it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.56it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.61it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.65it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.68it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.57it/s]
train: 1%| | 3/391 [00:00<00:43, 8.86it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.66it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.61it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.17it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.41it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.05it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.99it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.10it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.10it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.19it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.10it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.09it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.07it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.01it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.07it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.12it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.17it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.12it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.15it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.10it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.10it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.10it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.10it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.17it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.19it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.10it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.10it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.10it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.10it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.10it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.19it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.10it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.80it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.04it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.36it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.63it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.32it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.87it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.82it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.44it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.84it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.12it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.31it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.44it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.53it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.30it/s]
train: 1%| | 3/391 [00:00<00:45, 8.58it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.47it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.48it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.08it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.34it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.62it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.81it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.93it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.02it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.97it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.04it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.18it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.15it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.17it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.17it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.17it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.07it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.15it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.17it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.09it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.10it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.10it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.13it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.17it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.07it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.12it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.15it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.17it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.18it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.07it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.12it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.15it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.10it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.08it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.12it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.10it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.14it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.10it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.17it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.18it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.08it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.12it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.09it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.77it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.36it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.85it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.97it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.56it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.03it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.94it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.52it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.90it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.16it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.46it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.53it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:29, 4.34it/s]
train: 1%| | 3/391 [00:00<00:44, 8.63it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.51it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.51it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.10it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.35it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.63it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.82it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.94it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.02it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.97it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.04it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.13it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.06it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.16it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.17it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.10it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.08it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.12it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.17it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.09it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.12it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.15it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.17it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.15it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.17it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.08it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.12it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.15it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.10it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.15it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.09it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.10it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.09it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.08it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.15it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.17it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.10it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.17it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.81it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.53it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.11it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.17it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.69it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.12it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.53it/s]
train: 1%| | 3/391 [00:00<00:44, 8.81it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.64it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.60it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.40it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.06it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.10it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.08it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.12it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.15it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.17it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.13it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.16it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.06it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.10it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.13it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.16it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.08it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.15it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.17it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.18it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.12it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.17it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.09it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.08it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.08it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.17it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.10it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.18it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.08it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.12it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.17it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.08it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.15it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.08it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.12it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.09it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.18it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.12it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.15it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.09it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.15it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.09it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.15it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.80it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.62it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.25it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.27it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.76it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.17it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.04it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.59it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.96it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:27, 4.44it/s]
train: 1%| | 3/391 [00:00<00:44, 8.72it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.57it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.55it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.13it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.37it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.64it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.82it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.94it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.06it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.18it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.10it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.12it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.15it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.17it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.08it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.12it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.08it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.08it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.12it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.15it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.10it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.12it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.15it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.17it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.12it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.07it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.12it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.08it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.12it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.15it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.08it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.15it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.10it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.79it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.26it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.70it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.88it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.50it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.99it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.91it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.50it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.89it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.50it/s]
train: 1%| | 3/391 [00:00<00:44, 8.76it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.60it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.57it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.14it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.38it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.65it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.13it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.15it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.05it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.10it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.16it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.18it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.12it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.18it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.08it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.12it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.15it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.10it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.12it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.15it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.15it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.08it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.12it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.15it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.17it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.08it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.15it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.08it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.12it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.15it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.17it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.08it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.15it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.17it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.17it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.08it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.10it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.14it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.16it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.18it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.12it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.17it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.18it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.10it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.12it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.15it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.17it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.10it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.80it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.47it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.02it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.11it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.64it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.09it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.97it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.90it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.16it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.46it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.54it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.26it/s]
train: 1%| | 3/391 [00:00<00:45, 8.52it/s]
train: 1%|▏ | 5/391 [00:00<00:37, 10.43it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.45it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.06it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.33it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.61it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.80it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.93it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.02it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.10it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.12it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.15it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.17it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.09it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.15it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.10it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.17it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.08it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.08it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.12it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.10it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.10it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.12it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.15it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.17it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.09it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.17it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.79it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:17, 4.56it/s]
eval: 6%|▋ | 5/79 [00:00<00:04, 16.81it/s]
eval: 11%|█▏ | 9/79 [00:00<00:03, 22.66it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 25.92it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 27.89it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.15it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 29.97it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.53it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 30.91it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.16it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.34it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.45it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.53it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.59it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.63it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.66it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.67it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.69it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.71it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.73it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.52it/s]
train: 1%| | 3/391 [00:00<00:44, 8.82it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.64it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.60it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.39it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.97it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.04it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.13it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.06it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.18it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.10it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.15it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.17it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.10it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.09it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.15it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.18it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.08it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.12it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.15it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.17it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.08it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.10it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.10it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.09it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.10it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.09it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.15it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.17it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.08it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.10it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.15it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.10it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.15it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.12it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.81it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.28it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.75it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.91it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.51it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.01it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.92it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.51it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.90it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.16it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.32it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.45it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.54it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:29, 4.36it/s]
train: 1%| | 3/391 [00:00<00:44, 8.65it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.52it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.52it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.11it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.35it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.62it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.81it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.94it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.97it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.08it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.10it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.10it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.10it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.09it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.13it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.16it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.07it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.11it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.07it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.12it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.15it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.10it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.10it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.10it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.10it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.19it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.10it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.17it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.02it/s]
train: 70%|██████▉ | 273/391 [00:20<00:09, 13.08it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.13it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.16it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.18it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.12it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.10it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.19it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.10it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.10it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.17it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.07it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.14it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.17it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.08it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.17it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.18it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.08it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.17it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.10it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.14it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.17it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.09it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.82it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.53it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.08it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.14it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.67it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.08it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.97it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.58it/s]
train: 1%| | 3/391 [00:00<00:43, 8.86it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.67it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.62it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.17it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.42it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.68it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.85it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.99it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.18it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.12it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.08it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.15it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.17it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.09it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.17it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.10it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.10it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.15it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.17it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.08it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.15it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.08it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.12it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.10it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.06it/s]
train: 70%|██████▉ | 273/391 [00:20<00:09, 13.10it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.14it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.16it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.18it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.07it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.12it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.17it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.18it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.18it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.08it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.12it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.15it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.09it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.08it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.15it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.08it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.12it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.08it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.12it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.15it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.17it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.78it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.59it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.17it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.21it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.71it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.14it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.01it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.55it/s]
train: 1%| | 3/391 [00:00<00:43, 8.83it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.65it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.61it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.17it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.39it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.06it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.08it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.12it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.15it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.11it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.17it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.12it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.09it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.10it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.08it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.12it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.15it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.08it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.08it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.15it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.08it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.14it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.13it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.15it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.17it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.07it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.11it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.12it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.08it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.09it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.08it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.08it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.09it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.11it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.15it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.79it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.52it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.12it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.18it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.69it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.13it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.01it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.58it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:27, 4.47it/s]
train: 1%| | 3/391 [00:00<00:44, 8.75it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.59it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.57it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.13it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.37it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.64it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.82it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.97it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.06it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.18it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.12it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.09it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.11it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.17it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.09it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.08it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.12it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.08it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.12it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.06it/s]
train: 70%|██████▉ | 273/391 [00:20<00:09, 13.11it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.14it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.09it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.14it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.09it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.77it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.42it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.95it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.06it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.61it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.07it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.97it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.59it/s]
train: 1%| | 3/391 [00:00<00:43, 8.87it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.67it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.62it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.18it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.40it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:26, 13.07it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.12it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.15it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.17it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.12it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.15it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.17it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.18it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.07it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.12it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.17it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.18it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.08it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.08it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.12it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.15it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.09it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.18it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.12it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.15it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.17it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.15it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.17it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.11it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.09it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.13it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.15it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.05it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.10it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.14it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.16it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.18it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.08it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.15it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.17it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.08it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.12it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.17it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:13, 13.07it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.08it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.09it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.12it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.17it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.14it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.17it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.08it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.07it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.12it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.15it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.09it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.80it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.43it/s]
eval: 5%|▌ | 4/79 [00:00<00:04, 17.60it/s]
eval: 10%|█ | 8/79 [00:00<00:02, 24.13it/s]
eval: 15%|█▌ | 12/79 [00:00<00:02, 27.15it/s]
eval: 20%|██ | 16/79 [00:00<00:02, 28.81it/s]
eval: 25%|██▌ | 20/79 [00:00<00:01, 29.81it/s]
eval: 30%|███ | 24/79 [00:00<00:01, 30.44it/s]
eval: 35%|███▌ | 28/79 [00:01<00:01, 30.86it/s]
eval: 41%|████ | 32/79 [00:01<00:01, 31.13it/s]
eval: 46%|████▌ | 36/79 [00:01<00:01, 31.32it/s]
eval: 51%|█████ | 40/79 [00:01<00:01, 31.44it/s]
eval: 56%|█████▌ | 44/79 [00:01<00:01, 31.53it/s]
eval: 61%|██████ | 48/79 [00:01<00:00, 31.59it/s]
eval: 66%|██████▌ | 52/79 [00:01<00:00, 31.64it/s]
eval: 71%|███████ | 56/79 [00:01<00:00, 31.67it/s]
eval: 76%|███████▌ | 60/79 [00:02<00:00, 31.68it/s]
eval: 81%|████████ | 64/79 [00:02<00:00, 31.69it/s]
eval: 86%|████████▌ | 68/79 [00:02<00:00, 31.70it/s]
eval: 91%|█████████ | 72/79 [00:02<00:00, 31.72it/s]
eval: 96%|█████████▌| 76/79 [00:02<00:00, 31.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:32, 4.23it/s]
train: 1%| | 3/391 [00:00<00:45, 8.46it/s]
train: 1%|▏ | 5/391 [00:00<00:37, 10.38it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.42it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.04it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.31it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.60it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.80it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.93it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.02it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.97it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.10it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.09it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.09it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.10it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.19it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.10it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.10it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.09it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.11it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.17it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.10it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.10it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.08it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.10it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.10it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.81it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.51it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.08it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.15it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.68it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.10it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.52it/s]
train: 1%| | 3/391 [00:00<00:44, 8.81it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.63it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.60it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.40it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.99it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.08it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.20it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.17it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.18it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.11it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.17it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.08it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.12it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.15it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.09it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.10it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.18it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.10it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.08it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.09it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.09it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.10it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.17it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.10it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.14it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.09it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.76it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.49it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.06it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.14it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.67it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.11it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:27, 4.45it/s]
train: 1%| | 3/391 [00:00<00:44, 8.74it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.59it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.56it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.14it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.38it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.65it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.09it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.10it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.14it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 12.73it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 12.87it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 12.86it/s]
train: 37%|███▋ | 143/391 [00:11<00:19, 12.97it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.05it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.10it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.14it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.06it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.11it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.14it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.17it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.11it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.15it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.08it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.10it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.17it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.08it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.10it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.14it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.14it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.10it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.09it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.81it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.55it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.13it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.18it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.69it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.13it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.01it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.63it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:29, 4.37it/s]
train: 1%| | 3/391 [00:00<00:44, 8.65it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.52it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.51it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.10it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.35it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.63it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.81it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.94it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.02it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.96it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.04it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.09it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.13it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.18it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.11it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.16it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.17it/s]
train: 13%|█▎ | 51/391 [00:04<00:26, 13.05it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.10it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.13it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.15it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.17it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.07it/s]
train: 16%|█▌ | 63/391 [00:04<00:25, 13.11it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.13it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.16it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.07it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.12it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.15it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.16it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.18it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.07it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.11it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.16it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.18it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.08it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.15it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.17it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.08it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.12it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.15it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.17it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.07it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.15it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.17it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.18it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.12it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.17it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.08it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.15it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.12it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.15it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.17it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.08it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.15it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.15it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.08it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.12it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.15it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.08it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.12it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.15it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.17it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.07it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.14it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.17it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.18it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.07it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.12it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.17it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.08it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.17it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.08it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.15it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.08it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.12it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.17it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.08it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.15it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.12it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.17it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.18it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.08it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.12it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.15it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.12it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.15it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.17it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.08it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.15it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.17it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.08it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.12it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.16it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.18it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.08it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.15it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.08it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.12it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.15it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.17it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.06it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.15it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.81it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.02it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.22it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.51it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.23it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.80it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.78it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.40it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.82it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.10it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.30it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.43it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.52it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.59it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.62it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.65it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.68it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:28, 4.42it/s]
train: 1%| | 3/391 [00:00<00:44, 8.71it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.56it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.55it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.13it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.36it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.64it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.82it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.94it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.97it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.04it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.09it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.13it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.06it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.18it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.12it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.08it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.12it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.15it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.17it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.08it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.08it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.15it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.17it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.08it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.15it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.17it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.08it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.15it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.08it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.11it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.15it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.12it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.15it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.17it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.08it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.10it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.08it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.15it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.17it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.08it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.17it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.17it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.08it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.15it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.09it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.12it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.08it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.10it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.08it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.08it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.12it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.77it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.60it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.19it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.23it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.73it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.15it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.02it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.43it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.51it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.57it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.62it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.65it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.67it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.67it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.68it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.70it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.73it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:27, 4.44it/s]
train: 1%| | 3/391 [00:00<00:44, 8.73it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.58it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.56it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.13it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.38it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.65it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.97it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.06it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.08it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.15it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.07it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.11it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.17it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.08it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.09it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.07it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.12it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.15it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.14it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.07it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.09it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.10it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.10it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.17it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.08it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.08it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.10it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.12it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.08it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.12it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.15it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.08it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.17it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.08it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.10it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.78it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.61it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 18.60it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.07it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 26.94it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.61it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.65it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.32it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.77it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.08it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.28it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.43it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.52it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.59it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.56it/s]
train: 1%| | 3/391 [00:00<00:43, 8.85it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.66it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.61it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.40it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.96it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.04it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.13it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.10it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.17it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.08it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.15it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.17it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.15it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.08it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.09it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.12it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.08it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.09it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.08it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.14it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.18it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.07it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.12it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.07it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.14it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.18it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.09it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.81it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.56it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.15it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.20it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.71it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.14it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.01it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.58it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.54it/s]
train: 1%| | 3/391 [00:00<00:44, 8.82it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.64it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.60it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.17it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.39it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.10it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.17it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.19it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.20it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.10it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.17it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.10it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.14it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.10it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.14it/s]
train: 19%|█▉ | 75/391 [00:05<00:23, 13.17it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.14it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.17it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.19it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.17it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.10it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.17it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.19it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.20it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.09it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.08it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.20it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.20it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.10it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.14it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.20it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.10it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.14it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.19it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.19it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.14it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.20it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.10it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.14it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.17it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.10it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.10it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.19it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:09, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.12it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.09it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.10it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.19it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.08it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.20it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.09it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.20it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.17it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.81it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.57it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.17it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.21it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.72it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.14it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.01it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:27, 4.44it/s]
train: 1%| | 3/391 [00:00<00:44, 8.72it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.57it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.55it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.13it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.37it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.64it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.82it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.97it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.06it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.07it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.12it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.08it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.12it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.15it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.17it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.07it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.12it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.15it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.08it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.15it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.08it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.12it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.10it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.08it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.12it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.17it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.10it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.08it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.12it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.15it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.08it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.08it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.15it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.08it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.12it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.12it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.14it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.16it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.18it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.07it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.12it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.17it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.18it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.08it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.12it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.15it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.09it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.08it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.10it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.16it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.18it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.08it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.15it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.82it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.46it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.99it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.09it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.63it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.08it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.97it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.58it/s]
train: 1%| | 3/391 [00:00<00:43, 8.86it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.67it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.61it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.17it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.39it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.06it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.18it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.12it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.18it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.08it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.12it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.15it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.17it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.08it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.12it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.15it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.17it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.18it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.08it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.12it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.15it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.17it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.15it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.17it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.08it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.15it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.17it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.12it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.17it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.09it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.18it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.08it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.12it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.15it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.17it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.15it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.17it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.08it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.12it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.17it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.08it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.18it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.08it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.12it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.12it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.07it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.12it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.17it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.18it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.08it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.12it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.15it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.10it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.15it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.08it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.12it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.12it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.15it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.79it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.40it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.95it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.06it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.61it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.06it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.96it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:27, 4.48it/s]
train: 1%| | 3/391 [00:00<00:44, 8.77it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.61it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.58it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.15it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.38it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.65it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.97it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.06it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.12it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.10it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.14it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.08it/s]
train: 16%|█▌ | 63/391 [00:04<00:25, 13.12it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.15it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.17it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.19it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.20it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.10it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.14it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.09it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.12it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.15it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.08it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.15it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.16it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.17it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.07it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.12it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.17it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.08it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.17it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.08it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.12it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.17it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.09it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.12it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.15it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.17it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.18it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.07it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.12it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.12it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.17it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.79it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.53it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.09it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.15it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.67it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.11it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.46it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.54it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.58it/s]
train: 1%| | 3/391 [00:00<00:43, 8.86it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.67it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.62it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.18it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.41it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.12it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.08it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.07it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.11it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.15it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.17it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.08it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.08it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.15it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.08it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.12it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.15it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.20it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.08it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.12it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.15it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.08it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.15it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.17it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.11it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.10it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.08it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.10it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.20it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.09it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.12it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.17it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.09it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.09it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.17it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.81it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.23it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.64it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.83it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.46it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.96it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.90it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.49it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.89it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.15it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.32it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.45it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.54it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.70it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.52it/s]
train: 1%| | 3/391 [00:00<00:44, 8.79it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.62it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.59it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.39it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.97it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.12it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.08it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.12it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.15it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.17it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.08it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.12it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.15it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.17it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.08it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.12it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.15it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.08it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.12it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.17it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.08it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.15it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.17it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.08it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.12it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.15it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.07it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.11it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.14it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.18it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.12it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.14it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.16it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.07it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.11it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.15it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.08it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.12it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.15it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.17it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.08it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.12it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.15it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.08it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.12it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.15it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.17it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.18it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.15it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.17it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.18it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.12it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.17it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:13, 13.07it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.11it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.16it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.08it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.12it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.15it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.18it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.08it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.10it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.18it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.11it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.17it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.18it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.17it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.08it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.15it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.12it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.17it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.78it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.20it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.62it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.82it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.45it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.95it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.89it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.48it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.88it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.15it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.33it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.45it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.53it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.49it/s]
train: 1%| | 3/391 [00:00<00:44, 8.77it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.60it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.58it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.15it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.38it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.65it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.20it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.08it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.09it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.09it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.10it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.08it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.12it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.15it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.15it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.12it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.12it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.17it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.09it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.08it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.08it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.12it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.09it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.80it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.28it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.75it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.92it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.52it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.00it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.92it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.51it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.90it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.16it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:24, 4.60it/s]
train: 1%| | 3/391 [00:00<00:43, 8.89it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.69it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.63it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.18it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.40it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.08it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.08it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.14it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.17it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.07it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.09it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.13it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.16it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.17it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.06it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.11it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.17it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.18it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.07it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.15it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.17it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.18it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.08it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.15it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.12it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.17it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.08it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.12it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.15it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.09it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.08it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.08it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.15it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.15it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.12it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.15it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.17it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.07it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.12it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.17it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 12.73it/s]
train: 63%|██████▎ | 247/391 [00:18<00:11, 12.88it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 12.98it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 12.94it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.02it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.08it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.12it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.15it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.05it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.10it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.12it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.12it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.15it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.12it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.15it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.17it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.07it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.14it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.17it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.18it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.08it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.12it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.09it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.80it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.46it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.01it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.10it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.64it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.09it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.46it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.57it/s]
train: 1%| | 3/391 [00:00<00:44, 8.72it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.57it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.55it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.13it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.37it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.64it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.08it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.10it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.15it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.17it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.12it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.11it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.18it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.09it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.15it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.17it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.08it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.15it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.15it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.17it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.08it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.12it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.15it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.08it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.12it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.15it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.17it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.08it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.12it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.08it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.17it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.08it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.12it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.15it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.08it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.12it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.17it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.08it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.15it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.07it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.12it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.12it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.14it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.16it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.18it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.12it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.17it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.18it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.08it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.12it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.12it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.15it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.08it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.15it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.17it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.18it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.08it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.12it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.08it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.15it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.08it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.12it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.15it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.17it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.82it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.68it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 18.81it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.23it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.04it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.68it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.69it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.35it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.78it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.08it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.28it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.42it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.51it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.58it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.63it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.66it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.67it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.70it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.55it/s]
train: 1%| | 3/391 [00:00<00:43, 8.82it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.64it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.59it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.38it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.65it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.82it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.94it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.96it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.04it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.09it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.13it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.06it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.12it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.08it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.15it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.17it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.08it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.08it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.15it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.08it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.15it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.17it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.09it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.15it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.12it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.14it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.17it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.08it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.15it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.08it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.15it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.08it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.15it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.17it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.08it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.15it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.17it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.08it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.12it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.17it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.08it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.07it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.12it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.15it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.08it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.15it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.08it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.12it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:09, 13.08it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.12it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.15it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.17it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.12it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.17it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.15it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.09it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.08it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.15it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.08it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.15it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.08it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.12it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.15it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.12it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.17it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.78it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.70it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.33it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.32it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.79it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.19it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.06it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.60it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.97it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.22it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.38it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:27, 4.47it/s]
train: 1%| | 3/391 [00:00<00:44, 8.75it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.59it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.56it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.14it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.38it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.65it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.97it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.04it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.15it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.17it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.08it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.12it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.08it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.08it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.08it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.12it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.15it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.20it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.08it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.15it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.10it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.17it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.12it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.10it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.10it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.19it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.20it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.09it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.08it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.20it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.14it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.18it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.07it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.11it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.17it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.18it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.80it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.36it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.87it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.00it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.57it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.04it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.95it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.53it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.91it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.55it/s]
train: 1%| | 3/391 [00:00<00:43, 8.83it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.65it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.61it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.17it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.39it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.97it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.16it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.08it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.12it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.17it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.08it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.15it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.09it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.17it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.08it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.12it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.15it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.08it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.15it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.17it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.08it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.19it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.12it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.08it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.12it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.15it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.09it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.09it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.79it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.51it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.08it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.14it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.67it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.11it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.51it/s]
train: 1%| | 3/391 [00:00<00:44, 8.79it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.62it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.58it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.15it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.38it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.65it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.97it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.08it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.12it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.08it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.12it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.15it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.17it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.08it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.15it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.17it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.09it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.12it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.15it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.12it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.07it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.15it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.17it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.20it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.20it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.10it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.17it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.06it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.11it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.15it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.18it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.12it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.14it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.17it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.08it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.15it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.08it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.12it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.16it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.18it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.12it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.79it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.57it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.16it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.20it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.71it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.13it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.01it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.56it/s]
train: 1%| | 3/391 [00:00<00:43, 8.84it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.66it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.61it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.17it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.39it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.97it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.04it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.12it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.08it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.15it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.17it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.08it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.12it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.08it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.08it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.15it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.12it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.15it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.07it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.12it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.17it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.18it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.07it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.11it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.15it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.07it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.12it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.15it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.17it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.08it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.15it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.08it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.12it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.15it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.17it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.18it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.08it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.15it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.08it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.12it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.17it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.08it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.12it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.08it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.12it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.17it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.18it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.08it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.15it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.08it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.12it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:09, 13.11it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.14it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.08it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.12it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.15it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.12it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.15it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.17it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.17it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.08it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.12it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.17it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.07it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.15it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.18it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.08it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.12it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.17it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.81it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.59it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.17it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.21it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.72it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.15it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.02it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.58it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.53it/s]
train: 1%| | 3/391 [00:00<00:44, 8.81it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.63it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.59it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.39it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.15it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.08it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.18it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.08it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.12it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.15it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.17it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.08it/s]
train: 16%|█▌ | 63/391 [00:04<00:25, 13.12it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.15it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.17it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.08it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.12it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.10it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.14it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.08it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.15it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.12it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.12it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.15it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.17it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.08it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.08it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.08it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.08it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.12it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.17it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.08it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.17it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.08it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.01it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.07it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.11it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.15it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.17it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.08it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.12it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.17it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.18it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.07it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.15it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.12it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.07it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.11it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.18it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.17it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.08it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.12it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.15it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.15it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.08it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.12it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.12it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.12it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.16it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.18it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.80it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.13it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.51it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.73it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.38it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.91it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.86it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.46it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.87it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.15it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.33it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.46it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.66it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.54it/s]
train: 1%| | 3/391 [00:00<00:43, 8.82it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.64it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.60it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.40it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.97it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.12it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:26, 13.07it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.11it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.14it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.17it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.18it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.08it/s]
train: 16%|█▌ | 63/391 [00:04<00:25, 13.12it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.15it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.17it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.08it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.12it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.15it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.17it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.18it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.07it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.12it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.17it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.18it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.08it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.15it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.17it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.08it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.12it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.15it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.17it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.08it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.15it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.17it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.12it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.17it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.08it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.12it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.14it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.18it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.12it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.15it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.17it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.08it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.15it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.08it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.12it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.15it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.17it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.08it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.08it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.12it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.15it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.08it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.15it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.17it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.08it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.12it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.17it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.08it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.17it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.06it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.11it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.14it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.18it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.07it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.12it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.17it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.15it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.18it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.08it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.12it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.12it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.07it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.12it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.17it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.07it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.12it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.15it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.09it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.12it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.15it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.17it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.08it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.15it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.17it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.17it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.08it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.11it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.15it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.17it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.79it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.10it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.46it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.71it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.37it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.90it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.85it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.45it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.86it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.13it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.32it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.44it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.53it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.59it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:31, 4.27it/s]
train: 1%| | 3/391 [00:00<00:45, 8.54it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.44it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.46it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.07it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.33it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.62it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.80it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.93it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.02it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.97it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.10it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.14it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.20it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.09it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.18it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.07it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.12it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.15it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.18it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.15it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.07it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.11it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.14it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.18it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.08it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.12it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.15it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.17it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.08it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.17it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.08it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.15it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.10it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.20it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.12it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.12it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.17it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.18it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.07it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.11it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.15it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.17it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.08it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.15it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.20it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.10it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.14it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.20it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.15it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.18it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.07it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.12it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.17it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.80it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.34it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.82it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.96it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.55it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.03it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.93it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.51it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.90it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.16it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.45it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.54it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.56it/s]
train: 1%| | 3/391 [00:00<00:43, 8.84it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.65it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.60it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.17it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.40it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.97it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.06it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.15it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.17it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.07it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.12it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.15it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.17it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.08it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.12it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.17it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.08it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.15it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.17it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.08it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.15it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.08it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.09it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.12it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.17it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.08it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.11it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.14it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.12it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.15it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.17it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.08it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.15it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.08it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.08it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.12it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.15it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.08it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.12it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.15it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.17it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.08it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.15it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.17it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.07it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.12it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.17it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.08it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.17it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.08it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.12it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.15it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.10it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.08it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.15it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.07it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.12it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.12it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.12it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.17it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.07it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.12it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.15it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.15it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.17it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.08it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.15it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.08it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.12it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.14it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.07it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.15it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.18it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.17it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.80it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.12it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.44it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.68it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.34it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.88it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.84it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.45it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.86it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.13it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.32it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.45it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.54it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.67it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.69it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.73it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:28, 4.41it/s]
train: 1%| | 3/391 [00:00<00:44, 8.70it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.56it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.54it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.12it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.38it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.65it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.18it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.08it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.12it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.15it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.17it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.08it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.12it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.15it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.17it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.18it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.07it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.12it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.17it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.10it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.14it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.17it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.18it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.07it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.11it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.15it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.17it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.07it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.15it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.17it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.18it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.12it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.09it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.08it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.15it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.08it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.20it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.08it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.12it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.17it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.08it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.09it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.12it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.10it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.14it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.20it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.08it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.18it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.08it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.12it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 12.99it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.06it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.16it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.78it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.48it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.06it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.12it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.65it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.10it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.97it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.53it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.91it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.53it/s]
train: 1%| | 3/391 [00:00<00:44, 8.74it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.58it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.56it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.13it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.37it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.64it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.97it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.04it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.06it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.08it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.12it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.15it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.17it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.08it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.12it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.15it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.08it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.12it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.15it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.17it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.08it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.12it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.17it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.15it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.17it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.08it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.15it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.17it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.12it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.17it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.09it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.08it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.12it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.15it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.17it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.12it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.15it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.17it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.15it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.08it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.15it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.08it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.11it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.12it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.12it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.15it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.12it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.15it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.09it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.78it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.16it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.54it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.77it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.42it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.93it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.86it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.47it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.88it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.15it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.46it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.54it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.51it/s]
train: 1%| | 3/391 [00:00<00:44, 8.79it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.62it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.58it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.15it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.38it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.65it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:28, 13.00it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.07it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.11it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.02it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.08it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.15it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.17it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.07it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.11it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.18it/s]
train: 13%|█▎ | 51/391 [00:04<00:26, 13.07it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.12it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.15it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.17it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.08it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.12it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.15it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.08it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.08it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.15it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.17it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.10it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.07it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.11it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.14it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.07it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.11it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.18it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.12it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.15it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.17it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.08it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.08it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.12it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.15it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.17it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.08it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.12it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.15it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.17it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.17it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.08it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.12it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.17it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.08it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.08it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.12it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.15it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.18it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.08it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.17it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.08it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.15it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.07it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.11it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.14it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.12it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.20it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.08it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.14it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.18it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.12it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.15it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.17it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.08it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.15it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.17it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.12it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.17it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.08it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.15it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.08it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.12it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.15it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.09it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.12it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.79it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.35it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.83it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.97it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.56it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.03it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.94it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.52it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.90it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.46it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:24, 4.61it/s]
train: 1%| | 3/391 [00:00<00:43, 8.89it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.69it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.63it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.19it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.42it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.67it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.99it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.06it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.11it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.08it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.12it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.15it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.17it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.08it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.12it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.15it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.17it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.15it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.08it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.15it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.17it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.08it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.08it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.15it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.12it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.17it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.08it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.10it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.14it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.08it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.08it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.08it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.12it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.15it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.08it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.08it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.12it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.17it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.08it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.17it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.08it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.12it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.15it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.08it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.12it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.17it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.08it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.15it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.16it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.08it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.12it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.08it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.15it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.08it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.15it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.12it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.16it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.76it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.42it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.96it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.05it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.60it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.06it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.94it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.51it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.89it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.15it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.32it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.45it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.53it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.58it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.62it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.65it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.67it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.68it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.69it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.71it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:28, 4.38it/s]
train: 1%| | 3/391 [00:00<00:45, 8.61it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.49it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.49it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.08it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.35it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.62it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.81it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.94it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.97it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.04it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.13it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.12it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.16it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.18it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.08it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.15it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.08it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.12it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.15it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.17it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.08it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.12it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.17it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.08it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.15it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.08it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.12it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.15it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.17it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.07it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.15it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.17it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.09it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.08it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.12it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.15it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.08it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.12it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.15it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.17it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.08it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.08it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.17it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.08it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.17it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.15it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.08it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.12it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.08it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.08it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.15it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.08it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.12it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.17it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.08it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.15it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.18it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.08it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.12it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.07it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.15it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.18it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.12it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.78it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.16it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.55it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.77it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.42it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.94it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.88it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.48it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.88it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.13it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.29it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.43it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.53it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.59it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:27, 4.48it/s]
train: 1%| | 3/391 [00:00<00:45, 8.59it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.47it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.48it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.08it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.34it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.62it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.81it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.93it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.02it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.96it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.04it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.09it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.13it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.06it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.12it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.18it/s]
train: 13%|█▎ | 51/391 [00:04<00:26, 13.07it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.12it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.15it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.17it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.08it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.12it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.15it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.17it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.08it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.12it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.17it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.08it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.12it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.17it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.08it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.08it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.12it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.15it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.17it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.08it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.15it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.17it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.12it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.08it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.12it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.15it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.07it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.12it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.15it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.17it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.08it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.15it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.08it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.17it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.20it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.10it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.14it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.09it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.20it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.08it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.15it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.09it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.17it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.16it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.07it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.14it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.16it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.18it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.07it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.11it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.17it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.18it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.07it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.14it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.18it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.08it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.12it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.15it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.12it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.17it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.11it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.15it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.79it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.48it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.01it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.09it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.62it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.07it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.95it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.53it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.91it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.54it/s]
train: 1%| | 3/391 [00:00<00:43, 8.82it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.64it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.60it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.17it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.40it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.06it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.12it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.08it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.12it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.15it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.20it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.08it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.12it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.15it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.12it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.17it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.09it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.20it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.08it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.09it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.20it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.08it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.16it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.09it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.08it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.15it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.08it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.08it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.12it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.15it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.08it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.15it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.08it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.17it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.08it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.17it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.07it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.12it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.07it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.11it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.18it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.08it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.12it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.10it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.20it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.17it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.08it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.15it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.15it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.12it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.17it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.80it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.57it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.15it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.19it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.69it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.11it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.54it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.57it/s]
train: 1%| | 3/391 [00:00<00:43, 8.85it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.66it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.61it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.17it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.39it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.05it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.10it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.16it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.18it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.07it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.12it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.18it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.08it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.12it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.15it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.17it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.08it/s]
train: 16%|█▌ | 63/391 [00:04<00:25, 13.12it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.15it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.17it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.08it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.12it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.15it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.17it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.08it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.15it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.17it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.15it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.17it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.08it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.15it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.17it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.12it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.17it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.18it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.08it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.12it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.14it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.07it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.12it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.15it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.17it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.08it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.12it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.15it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.08it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.12it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.15it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.17it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.18it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.08it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.15it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.17it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.08it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.08it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.17it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.08it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.12it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.15it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.08it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.12it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.18it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.06it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.11it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.14it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.18it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.07it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.11it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.12it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.20it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.08it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.12it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.15it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.09it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.08it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.15it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.17it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.08it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.12it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.17it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.08it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.12it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.12it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.10it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.16it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.75it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.58it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.19it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.23it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.73it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.14it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.01it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.69it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.70it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.73it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.53it/s]
train: 1%| | 3/391 [00:00<00:44, 8.81it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.63it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.59it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.15it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.38it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.65it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.96it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.04it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.09it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.13it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.06it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.10it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.18it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.07it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.12it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.18it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.08it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.12it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.15it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.17it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.10it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.08it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.12it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.15it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.17it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.08it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.12it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.17it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.08it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.15it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.17it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.08it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.12it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.15it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.17it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.07it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.11it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.15it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.17it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.18it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.07it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.11it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.17it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.18it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.08it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.12it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.14it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.11it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.18it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.15it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.08it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.15it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.08it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.12it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.15it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.17it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.08it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.12it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.15it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.08it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.12it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.15it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.17it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.08it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.15it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.17it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.18it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.07it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.11it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.17it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.18it/s]
train: 57%|█████▋ | 221/391 [00:16<00:13, 13.08it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.17it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.15it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.15it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.18it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.08it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.12it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.06it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.11it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.14it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.18it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.12it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.17it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.18it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.07it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.11it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.15it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.18it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.12it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.15it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.17it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.08it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.15it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.17it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.08it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.12it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.17it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.08it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.15it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.18it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.08it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.12it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.15it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.18it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.07it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.12it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.17it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.18it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.06it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.79it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.59it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.19it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.18it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.69it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.13it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.00it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.68it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.69it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.74it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.55it/s]
train: 1%| | 3/391 [00:00<00:43, 8.83it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.65it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.60it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.39it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.65it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.97it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.13it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.06it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.16it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.18it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.12it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.15it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.17it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.08it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:05<00:23, 13.17it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.07it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.12it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.17it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.08it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.15it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.17it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.08it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.12it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.15it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.17it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.08it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.15it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.17it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.08it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.12it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.14it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.12it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.15it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.17it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.09it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.13it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:16, 13.18it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.10it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.07it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.09it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.13it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.15it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.17it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.07it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.12it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.14it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.17it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.18it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.07it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.14it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.15it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.17it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.06it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.11it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.16it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.18it/s]
train: 57%|█████▋ | 221/391 [00:16<00:13, 13.08it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.17it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.08it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.12it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.15it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.08it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.12it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.17it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.08it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.12it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.09it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.18it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.08it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.12it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.15it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.12it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.15it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.17it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.06it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.11it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.14it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.17it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.18it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.08it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.12it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.16it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.18it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.08it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.15it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.18it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.08it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.12it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.17it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.79it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.46it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.00it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.10it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.64it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.09it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:28, 4.40it/s]
train: 1%| | 3/391 [00:00<00:44, 8.68it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.53it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.53it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.11it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.35it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.63it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.81it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.94it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.02it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.97it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.04it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.13it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.06it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.10it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.16it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.18it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.07it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.12it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:26, 13.08it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.12it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.15it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.17it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.08it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.12it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.15it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.17it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.12it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.15it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.17it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.18it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.08it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.08it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.12it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.14it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.16it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.07it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.15it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.17it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.18it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.12it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.17it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.08it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.12it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.15it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.07it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.12it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.15it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.17it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.08it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.15it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.08it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.15it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.17it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.08it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.12it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.15it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.07it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.11it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.15it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.17it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.08it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.08it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.12it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.14it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.11it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.15it/s]
train: 57%|█████▋ | 221/391 [00:16<00:13, 13.06it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.10it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.14it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.16it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.08it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.12it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.15it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.18it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.07it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.11it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.17it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.18it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.08it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.15it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.08it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.12it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.12it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.12it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.17it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.18it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.08it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.12it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.15it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.12it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.15it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.17it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.08it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.12it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.17it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.09it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.13it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.15it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.18it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.07it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.12it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.17it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.80it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.61it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.21it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.24it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.73it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.15it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.01it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:27, 4.44it/s]
train: 1%| | 3/391 [00:00<00:44, 8.72it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.57it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.55it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.12it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.37it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.64it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.82it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.97it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.04it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.09it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.13it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.05it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.10it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.18it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.07it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.12it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.16it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.08it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.08it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 115/391 [00:08<00:21, 13.13it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.15it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.17it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.06it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.11it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.14it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.16it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.18it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.07it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.12it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.15it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.07it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.12it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.15it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.17it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.08it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.16it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.18it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.08it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.12it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.15it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.08it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.12it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.15it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.10it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.14it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.20it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.08it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.14it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.17it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.18it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.08it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.13it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.18it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.08it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.12it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.12it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.12it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.17it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.08it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.12it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.15it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.12it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.15it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.17it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.08it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.15it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.17it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.08it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.12it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.17it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.08it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.15it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.15it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.11it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.14it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.17it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.18it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.15it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.78it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.55it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.14it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.19it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.70it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.13it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.01it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:27, 4.44it/s]
train: 1%| | 3/391 [00:00<00:44, 8.73it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.57it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.55it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.13it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.37it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.64it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.82it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.12it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.08it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.12it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.15it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.08it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.12it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.15it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.17it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.18it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.08it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.12it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.17it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.07it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.15it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.17it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.18it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.08it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.12it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.15it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.15it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.17it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.09it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.17it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.07it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.12it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.15it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.11it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.14it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.17it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.06it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.11it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.14it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.17it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.08it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.15it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.18it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.08it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.08it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.12it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.15it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.07it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.11it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.15it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.17it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.16it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.07it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.15it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.17it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.18it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.07it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.12it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.17it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.18it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.09it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.17it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.15it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.08it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.12it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.17it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.09it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.08it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.12it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.07it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.12it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.12it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.17it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.18it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.08it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.12it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.15it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.12it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.15it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.17it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.08it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.15it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.17it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.18it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.07it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.12it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.17it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.18it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.08it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.15it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.08it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.12it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.11it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.15it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.18it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.12it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.17it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.18it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.06it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.11it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.79it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.66it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.28it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.29it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.77it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.17it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.03it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.58it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:24, 4.61it/s]
train: 1%| | 3/391 [00:00<00:43, 8.82it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.64it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.60it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.39it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.66it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.84it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.96it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.04it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.97it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.13it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.06it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.18it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.12it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 12.86it/s]
train: 13%|█▎ | 49/391 [00:03<00:26, 12.97it/s]
train: 13%|█▎ | 51/391 [00:04<00:26, 12.92it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.01it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.07it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.11it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.14it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.06it/s]
train: 16%|█▌ | 63/391 [00:04<00:25, 13.11it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.14it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.16it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.07it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.12it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.15it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.17it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.08it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.12it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.17it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.08it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.15it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.17it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.08it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.16it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.09it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.16it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.14it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.17it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.08it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.15it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.07it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.12it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.15it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.17it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.08it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.12it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.18it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.08it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.12it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.15it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.17it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.13it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.08it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.12it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.08it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.17it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.17it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.08it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.15it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.09it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.10it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.17it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.08it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.12it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.15it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.12it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.15it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.07it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.15it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.17it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.08it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.15it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.09it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.09it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.12it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.81it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.46it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.00it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.10it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.64it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.08it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.97it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.53it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.91it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.33it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.45it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.53it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.58it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.63it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.54it/s]
train: 1%| | 3/391 [00:00<00:43, 8.82it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.64it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.60it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.38it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.65it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.97it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.06it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.18it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.07it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.12it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:26, 13.08it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.12it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.15it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.17it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.07it/s]
train: 16%|█▌ | 63/391 [00:04<00:25, 13.11it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.14it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.17it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.08it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.12it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.15it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.17it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.18it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.08it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.12it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.17it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.08it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.15it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.08it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.12it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.15it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.17it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.08it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.15it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.17it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.12it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.08it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.15it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.07it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.12it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.15it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.17it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.07it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.15it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.08it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.12it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.15it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.17it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.07it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.12it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.15it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.18it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.08it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.12it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.15it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.17it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.08it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.15it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.17it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.08it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.12it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.17it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.08it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.17it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.08it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.12it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.15it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.18it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.17it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.08it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.16it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.09it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.12it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.07it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.11it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.12it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.12it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.15it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.17it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.08it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.15it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.17it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.08it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.12it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.17it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.07it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.15it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.08it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.12it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.15it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.15it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.18it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.12it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.17it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.78it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.63it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.23it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.25it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.74it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.15it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.01it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.31it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.43it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.52it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.58it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.62it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.65it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.67it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.67it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.68it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.71it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.72it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:25, 4.55it/s]
train: 1%| | 3/391 [00:00<00:43, 8.83it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.64it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.59it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.16it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.38it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.64it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.81it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.94it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.02it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.96it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.03it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.09it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.13it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.15it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.05it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.10it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.16it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.18it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.12it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.15it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.08it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.15it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.17it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.15it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.17it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.07it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.12it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.15it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.17it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.08it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.17it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.17it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.08it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.15it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.08it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.12it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.15it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.08it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.15it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.12it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.08it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.15it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.09it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.17it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.07it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.15it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.18it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.08it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.12it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.15it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.07it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.12it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.12it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.14it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.17it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.06it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.11it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.15it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.17it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.08it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.12it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.17it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.08it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.17it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.08it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.12it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.15it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.08it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.15it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.18it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.08it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.13it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.16it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:08, 13.13it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.16it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.18it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.19it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.09it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.15it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.17it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.09it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.13it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.09it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.13it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.15it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.09it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.15it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.17it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.09it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.16it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.18it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.08it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.15it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.18it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.08it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.13it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.13it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.16it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.08it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.05it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.11it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.15it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.78it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.58it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.17it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.20it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.71it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.14it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.01it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:30, 4.30it/s]
train: 1%| | 3/391 [00:00<00:45, 8.58it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.47it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.48it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.08it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.33it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.61it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.80it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.93it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.02it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.96it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.03it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.09it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.13it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.16it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.05it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.10it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.13it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.16it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.18it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.09it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.08it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.12it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.15it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.17it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.08it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.12it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.15it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.17it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.08it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.12it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.15it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.17it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.18it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.09it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.13it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.16it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.18it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.08it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.15it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.17it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.08it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.12it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.15it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.07it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.12it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.15it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.17it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.18it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.12it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.17it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.09it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.19it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.09it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.13it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.18it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.18it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.09it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.13it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.16it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.18it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.08it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.15it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.08it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.13it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.07it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.12it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.15it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.18it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.08it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.12it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.15it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.17it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.18it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.08it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.15it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.17it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.08it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.12it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.17it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.08it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.13it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.16it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.08it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.12it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.15it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.08it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.12it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.17it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.08it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.15it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.08it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.12it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:09, 13.09it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.13it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.16it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.17it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.06it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.11it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.14it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.17it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.18it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.08it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.12it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.15it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.17it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.12it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.15it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.17it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.08it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.15it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.17it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.08it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.13it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.17it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.16it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.06it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.11it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.14it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.16it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.17it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.07it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.11it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.14it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.16it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.07it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.15it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.09it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.13it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.16it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.79it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.41it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.93it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.04it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.60it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.05it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.95it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.53it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.91it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.16it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.46it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.54it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.63it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.66it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.75it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:26, 4.52it/s]
train: 1%| | 3/391 [00:00<00:44, 8.80it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.62it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.59it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.15it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.39it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.65it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.83it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.95it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.98it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.05it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.10it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.14it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.17it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.07it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.12it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.15it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.17it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.19it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.08it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.13it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.16it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.18it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.19it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.12it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.15it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.17it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.09it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.13it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.16it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.18it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.08it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.15it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.18it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.08it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.12it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.17it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.19it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.08it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.13it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.16it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.18it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.20it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.09it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.13it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.15it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.17it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.08it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.13it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.16it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.18it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.19it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.08it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.13it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.16it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.08it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.19it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.12it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.15it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.17it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.08it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.15it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 169/391 [00:12<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.09it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.14it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.16it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.18it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.20it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.09it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.13it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.16it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.18it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.19it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.09it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.13it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.16it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.09it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.16it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.18it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.09it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.13it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.16it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.18it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:13, 13.07it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.17it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.18it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.09it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.13it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.16it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.18it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.08it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.12it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.15it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.19it/s]
train: 67%|██████▋ | 261/391 [00:19<00:09, 13.08it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.12it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.19it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.08it/s]
train: 70%|██████▉ | 273/391 [00:20<00:09, 13.11it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.15it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.17it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.18it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.08it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.16it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.18it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.19it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.16it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.18it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.08it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.12it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.13it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.16it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.18it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.19it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.09it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.13it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.16it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.18it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.08it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.12it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.15it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.17it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.19it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.08it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.15it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.19it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.08it/s]
train: 90%|█████████ | 353/391 [00:26<00:02, 13.12it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.16it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.17it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.19it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.15it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.18it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.07it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.12it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.18it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.19it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.09it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.13it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.19it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.81it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.62it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.22it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.24it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.73it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.14it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.01it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.46it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.54it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.66it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.68it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:27, 4.45it/s]
train: 1%| | 3/391 [00:00<00:44, 8.73it/s]
train: 1%|▏ | 5/391 [00:00<00:36, 10.57it/s]
train: 2%|▏ | 7/391 [00:00<00:33, 11.55it/s]
train: 2%|▏ | 9/391 [00:00<00:31, 12.12it/s]
train: 3%|▎ | 11/391 [00:00<00:30, 12.37it/s]
train: 3%|▎ | 13/391 [00:01<00:29, 12.64it/s]
train: 4%|▍ | 15/391 [00:01<00:29, 12.82it/s]
train: 4%|▍ | 17/391 [00:01<00:28, 12.94it/s]
train: 5%|▍ | 19/391 [00:01<00:28, 13.03it/s]
train: 5%|▌ | 21/391 [00:01<00:28, 12.96it/s]
train: 6%|▌ | 23/391 [00:01<00:28, 13.04it/s]
train: 6%|▋ | 25/391 [00:02<00:27, 13.09it/s]
train: 7%|▋ | 27/391 [00:02<00:27, 13.13it/s]
train: 7%|▋ | 29/391 [00:02<00:27, 13.15it/s]
train: 8%|▊ | 31/391 [00:02<00:27, 13.06it/s]
train: 8%|▊ | 33/391 [00:02<00:27, 13.11it/s]
train: 9%|▉ | 35/391 [00:02<00:27, 13.14it/s]
train: 9%|▉ | 37/391 [00:02<00:26, 13.16it/s]
train: 10%|▉ | 39/391 [00:03<00:26, 13.18it/s]
train: 10%|█ | 41/391 [00:03<00:26, 13.07it/s]
train: 11%|█ | 43/391 [00:03<00:26, 13.11it/s]
train: 12%|█▏ | 45/391 [00:03<00:26, 13.14it/s]
train: 12%|█▏ | 47/391 [00:03<00:26, 13.17it/s]
train: 13%|█▎ | 49/391 [00:03<00:25, 13.18it/s]
train: 13%|█▎ | 51/391 [00:04<00:25, 13.09it/s]
train: 14%|█▎ | 53/391 [00:04<00:25, 13.13it/s]
train: 14%|█▍ | 55/391 [00:04<00:25, 13.16it/s]
train: 15%|█▍ | 57/391 [00:04<00:25, 13.18it/s]
train: 15%|█▌ | 59/391 [00:04<00:25, 13.19it/s]
train: 16%|█▌ | 61/391 [00:04<00:25, 13.08it/s]
train: 16%|█▌ | 63/391 [00:04<00:24, 13.12it/s]
train: 17%|█▋ | 65/391 [00:05<00:24, 13.15it/s]
train: 17%|█▋ | 67/391 [00:05<00:24, 13.17it/s]
train: 18%|█▊ | 69/391 [00:05<00:24, 13.19it/s]
train: 18%|█▊ | 71/391 [00:05<00:24, 13.09it/s]
train: 19%|█▊ | 73/391 [00:05<00:24, 13.13it/s]
train: 19%|█▉ | 75/391 [00:05<00:24, 13.15it/s]
train: 20%|█▉ | 77/391 [00:06<00:23, 13.17it/s]
train: 20%|██ | 79/391 [00:06<00:23, 13.19it/s]
train: 21%|██ | 81/391 [00:06<00:23, 13.07it/s]
train: 21%|██ | 83/391 [00:06<00:23, 13.11it/s]
train: 22%|██▏ | 85/391 [00:06<00:23, 13.15it/s]
train: 22%|██▏ | 87/391 [00:06<00:23, 13.17it/s]
train: 23%|██▎ | 89/391 [00:06<00:22, 13.18it/s]
train: 23%|██▎ | 91/391 [00:07<00:22, 13.07it/s]
train: 24%|██▍ | 93/391 [00:07<00:22, 13.12it/s]
train: 24%|██▍ | 95/391 [00:07<00:22, 13.15it/s]
train: 25%|██▍ | 97/391 [00:07<00:22, 13.17it/s]
train: 25%|██▌ | 99/391 [00:07<00:22, 13.19it/s]
train: 26%|██▌ | 101/391 [00:07<00:22, 13.08it/s]
train: 26%|██▋ | 103/391 [00:07<00:21, 13.12it/s]
train: 27%|██▋ | 105/391 [00:08<00:21, 13.15it/s]
train: 27%|██▋ | 107/391 [00:08<00:21, 13.18it/s]
train: 28%|██▊ | 109/391 [00:08<00:21, 13.19it/s]
train: 28%|██▊ | 111/391 [00:08<00:21, 13.09it/s]
train: 29%|██▉ | 113/391 [00:08<00:21, 13.13it/s]
train: 29%|██▉ | 115/391 [00:08<00:20, 13.16it/s]
train: 30%|██▉ | 117/391 [00:09<00:20, 13.18it/s]
train: 30%|███ | 119/391 [00:09<00:20, 13.19it/s]
train: 31%|███ | 121/391 [00:09<00:20, 13.08it/s]
train: 31%|███▏ | 123/391 [00:09<00:20, 13.12it/s]
train: 32%|███▏ | 125/391 [00:09<00:20, 13.15it/s]
train: 32%|███▏ | 127/391 [00:09<00:20, 13.17it/s]
train: 33%|███▎ | 129/391 [00:09<00:19, 13.18it/s]
train: 34%|███▎ | 131/391 [00:10<00:19, 13.08it/s]
train: 34%|███▍ | 133/391 [00:10<00:19, 13.12it/s]
train: 35%|███▍ | 135/391 [00:10<00:19, 13.15it/s]
train: 35%|███▌ | 137/391 [00:10<00:19, 13.17it/s]
train: 36%|███▌ | 139/391 [00:10<00:19, 13.18it/s]
train: 36%|███▌ | 141/391 [00:10<00:19, 13.07it/s]
train: 37%|███▋ | 143/391 [00:11<00:18, 13.12it/s]
train: 37%|███▋ | 145/391 [00:11<00:18, 13.15it/s]
train: 38%|███▊ | 147/391 [00:11<00:18, 13.17it/s]
train: 38%|███▊ | 149/391 [00:11<00:18, 13.18it/s]
train: 39%|███▊ | 151/391 [00:11<00:18, 13.08it/s]
train: 39%|███▉ | 153/391 [00:11<00:18, 13.12it/s]
train: 40%|███▉ | 155/391 [00:11<00:17, 13.15it/s]
train: 40%|████ | 157/391 [00:12<00:17, 13.17it/s]
train: 41%|████ | 159/391 [00:12<00:17, 13.19it/s]
train: 41%|████ | 161/391 [00:12<00:17, 13.08it/s]
train: 42%|████▏ | 163/391 [00:12<00:17, 13.12it/s]
train: 42%|████▏ | 165/391 [00:12<00:17, 13.15it/s]
train: 43%|████▎ | 167/391 [00:12<00:17, 13.17it/s]
train: 43%|████▎ | 169/391 [00:13<00:16, 13.19it/s]
train: 44%|████▎ | 171/391 [00:13<00:16, 13.08it/s]
train: 44%|████▍ | 173/391 [00:13<00:16, 13.12it/s]
train: 45%|████▍ | 175/391 [00:13<00:16, 13.15it/s]
train: 45%|████▌ | 177/391 [00:13<00:16, 13.17it/s]
train: 46%|████▌ | 179/391 [00:13<00:16, 13.19it/s]
train: 46%|████▋ | 181/391 [00:13<00:16, 13.08it/s]
train: 47%|████▋ | 183/391 [00:14<00:15, 13.12it/s]
train: 47%|████▋ | 185/391 [00:14<00:15, 13.15it/s]
train: 48%|████▊ | 187/391 [00:14<00:15, 13.17it/s]
train: 48%|████▊ | 189/391 [00:14<00:15, 13.18it/s]
train: 49%|████▉ | 191/391 [00:14<00:15, 13.08it/s]
train: 49%|████▉ | 193/391 [00:14<00:15, 13.12it/s]
train: 50%|████▉ | 195/391 [00:14<00:14, 13.15it/s]
train: 50%|█████ | 197/391 [00:15<00:14, 13.18it/s]
train: 51%|█████ | 199/391 [00:15<00:14, 13.19it/s]
train: 51%|█████▏ | 201/391 [00:15<00:14, 13.08it/s]
train: 52%|█████▏ | 203/391 [00:15<00:14, 13.12it/s]
train: 52%|█████▏ | 205/391 [00:15<00:14, 13.15it/s]
train: 53%|█████▎ | 207/391 [00:15<00:13, 13.17it/s]
train: 53%|█████▎ | 209/391 [00:16<00:13, 13.19it/s]
train: 54%|█████▍ | 211/391 [00:16<00:13, 13.08it/s]
train: 54%|█████▍ | 213/391 [00:16<00:13, 13.12it/s]
train: 55%|█████▍ | 215/391 [00:16<00:13, 13.15it/s]
train: 55%|█████▌ | 217/391 [00:16<00:13, 13.17it/s]
train: 56%|█████▌ | 219/391 [00:16<00:13, 13.19it/s]
train: 57%|█████▋ | 221/391 [00:16<00:12, 13.08it/s]
train: 57%|█████▋ | 223/391 [00:17<00:12, 13.12it/s]
train: 58%|█████▊ | 225/391 [00:17<00:12, 13.15it/s]
train: 58%|█████▊ | 227/391 [00:17<00:12, 13.18it/s]
train: 59%|█████▊ | 229/391 [00:17<00:12, 13.19it/s]
train: 59%|█████▉ | 231/391 [00:17<00:12, 13.09it/s]
train: 60%|█████▉ | 233/391 [00:17<00:12, 13.13it/s]
train: 60%|██████ | 235/391 [00:18<00:11, 13.16it/s]
train: 61%|██████ | 237/391 [00:18<00:11, 13.17it/s]
train: 61%|██████ | 239/391 [00:18<00:11, 13.19it/s]
train: 62%|██████▏ | 241/391 [00:18<00:11, 13.08it/s]
train: 62%|██████▏ | 243/391 [00:18<00:11, 13.12it/s]
train: 63%|██████▎ | 245/391 [00:18<00:11, 13.15it/s]
train: 63%|██████▎ | 247/391 [00:18<00:10, 13.17it/s]
train: 64%|██████▎ | 249/391 [00:19<00:10, 13.19it/s]
train: 64%|██████▍ | 251/391 [00:19<00:10, 13.08it/s]
train: 65%|██████▍ | 253/391 [00:19<00:10, 13.13it/s]
train: 65%|██████▌ | 255/391 [00:19<00:10, 13.15it/s]
train: 66%|██████▌ | 257/391 [00:19<00:10, 13.17it/s]
train: 66%|██████▌ | 259/391 [00:19<00:10, 13.18it/s]
train: 67%|██████▋ | 261/391 [00:20<00:09, 13.08it/s]
train: 67%|██████▋ | 263/391 [00:20<00:09, 13.12it/s]
train: 68%|██████▊ | 265/391 [00:20<00:09, 13.15it/s]
train: 68%|██████▊ | 267/391 [00:20<00:09, 13.17it/s]
train: 69%|██████▉ | 269/391 [00:20<00:09, 13.18it/s]
train: 69%|██████▉ | 271/391 [00:20<00:09, 13.02it/s]
train: 70%|██████▉ | 273/391 [00:20<00:09, 13.08it/s]
train: 70%|███████ | 275/391 [00:21<00:08, 13.12it/s]
train: 71%|███████ | 277/391 [00:21<00:08, 13.14it/s]
train: 71%|███████▏ | 279/391 [00:21<00:08, 13.16it/s]
train: 72%|███████▏ | 281/391 [00:21<00:08, 13.05it/s]
train: 72%|███████▏ | 283/391 [00:21<00:08, 13.10it/s]
train: 73%|███████▎ | 285/391 [00:21<00:08, 13.13it/s]
train: 73%|███████▎ | 287/391 [00:21<00:07, 13.15it/s]
train: 74%|███████▍ | 289/391 [00:22<00:07, 13.17it/s]
train: 74%|███████▍ | 291/391 [00:22<00:07, 13.08it/s]
train: 75%|███████▍ | 293/391 [00:22<00:07, 13.12it/s]
train: 75%|███████▌ | 295/391 [00:22<00:07, 13.15it/s]
train: 76%|███████▌ | 297/391 [00:22<00:07, 13.17it/s]
train: 76%|███████▋ | 299/391 [00:22<00:06, 13.19it/s]
train: 77%|███████▋ | 301/391 [00:23<00:06, 13.08it/s]
train: 77%|███████▋ | 303/391 [00:23<00:06, 13.12it/s]
train: 78%|███████▊ | 305/391 [00:23<00:06, 13.16it/s]
train: 79%|███████▊ | 307/391 [00:23<00:06, 13.18it/s]
train: 79%|███████▉ | 309/391 [00:23<00:06, 13.19it/s]
train: 80%|███████▉ | 311/391 [00:23<00:06, 13.08it/s]
train: 80%|████████ | 313/391 [00:23<00:05, 13.12it/s]
train: 81%|████████ | 315/391 [00:24<00:05, 13.15it/s]
train: 81%|████████ | 317/391 [00:24<00:05, 13.17it/s]
train: 82%|████████▏ | 319/391 [00:24<00:05, 13.17it/s]
train: 82%|████████▏ | 321/391 [00:24<00:05, 13.08it/s]
train: 83%|████████▎ | 323/391 [00:24<00:05, 13.12it/s]
train: 83%|████████▎ | 325/391 [00:24<00:05, 13.15it/s]
train: 84%|████████▎ | 327/391 [00:25<00:04, 13.17it/s]
train: 84%|████████▍ | 329/391 [00:25<00:04, 13.19it/s]
train: 85%|████████▍ | 331/391 [00:25<00:04, 13.07it/s]
train: 85%|████████▌ | 333/391 [00:25<00:04, 13.11it/s]
train: 86%|████████▌ | 335/391 [00:25<00:04, 13.14it/s]
train: 86%|████████▌ | 337/391 [00:25<00:04, 13.17it/s]
train: 87%|████████▋ | 339/391 [00:25<00:03, 13.18it/s]
train: 87%|████████▋ | 341/391 [00:26<00:03, 13.08it/s]
train: 88%|████████▊ | 343/391 [00:26<00:03, 13.12it/s]
train: 88%|████████▊ | 345/391 [00:26<00:03, 13.15it/s]
train: 89%|████████▊ | 347/391 [00:26<00:03, 13.17it/s]
train: 89%|████████▉ | 349/391 [00:26<00:03, 13.18it/s]
train: 90%|████████▉ | 351/391 [00:26<00:03, 13.07it/s]
train: 90%|█████████ | 353/391 [00:27<00:02, 13.11it/s]
train: 91%|█████████ | 355/391 [00:27<00:02, 13.14it/s]
train: 91%|█████████▏| 357/391 [00:27<00:02, 13.16it/s]
train: 92%|█████████▏| 359/391 [00:27<00:02, 13.18it/s]
train: 92%|█████████▏| 361/391 [00:27<00:02, 13.08it/s]
train: 93%|█████████▎| 363/391 [00:27<00:02, 13.12it/s]
train: 93%|█████████▎| 365/391 [00:27<00:01, 13.15it/s]
train: 94%|█████████▍| 367/391 [00:28<00:01, 13.17it/s]
train: 94%|█████████▍| 369/391 [00:28<00:01, 13.19it/s]
train: 95%|█████████▍| 371/391 [00:28<00:01, 13.07it/s]
train: 95%|█████████▌| 373/391 [00:28<00:01, 13.12it/s]
train: 96%|█████████▌| 375/391 [00:28<00:01, 13.15it/s]
train: 96%|█████████▋| 377/391 [00:28<00:01, 13.17it/s]
train: 97%|█████████▋| 379/391 [00:28<00:00, 13.18it/s]
train: 97%|█████████▋| 381/391 [00:29<00:00, 13.08it/s]
train: 98%|█████████▊| 383/391 [00:29<00:00, 13.07it/s]
train: 98%|█████████▊| 385/391 [00:29<00:00, 13.12it/s]
train: 99%|█████████▉| 387/391 [00:29<00:00, 13.16it/s]
train: 99%|█████████▉| 389/391 [00:29<00:00, 13.18it/s]
train: 100%|██████████| 391/391 [00:29<00:00, 13.80it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.45it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.99it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.08it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.63it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.08it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.68it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:16, 2.87it/s]
train: 1%| | 2/391 [00:00<01:42, 3.81it/s]
train: 1%| | 3/391 [00:00<01:30, 4.26it/s]
train: 1%| | 4/391 [00:00<01:25, 4.52it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.91it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.93it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.94it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.95it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.96it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.94it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.95it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.96it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.94it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.95it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.96it/s]
train: 9%|▊ | 34/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.94it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.95it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.96it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.94it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.95it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.95it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.96it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.96it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.94it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.95it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.96it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.94it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.95it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.96it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.96it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.94it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.95it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.96it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.94it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.95it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.96it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.94it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.95it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.96it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.94it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.95it/s]
train: 29%|██▉ | 113/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.96it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.94it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.95it/s]
train: 31%|███▏ | 123/391 [00:24<00:54, 4.96it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.94it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.95it/s]
train: 34%|███▍ | 133/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.94it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.95it/s]
train: 37%|███▋ | 143/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.96it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.94it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.95it/s]
train: 39%|███▉ | 153/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.94it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.95it/s]
train: 42%|████▏ | 163/391 [00:33<00:46, 4.96it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.96it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.94it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.95it/s]
train: 44%|████▍ | 173/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.94it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.95it/s]
train: 47%|████▋ | 183/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.94it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.95it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.94it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.95it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.94it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.95it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.96it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.94it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.95it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.96it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.94it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.95it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.96it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.96it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.94it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.95it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.95it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 247/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.94it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.95it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.95it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.96it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.94it/s]
train: 67%|██████▋ | 262/391 [00:52<00:26, 4.95it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.94it/s]
train: 70%|██████▉ | 272/391 [00:54<00:24, 4.95it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.94it/s]
train: 72%|███████▏ | 282/391 [00:56<00:22, 4.95it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 287/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.94it/s]
train: 75%|███████▍ | 292/391 [00:59<00:19, 4.95it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.94it/s]
train: 77%|███████▋ | 302/391 [01:01<00:17, 4.95it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.96it/s]
train: 79%|███████▊ | 307/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.94it/s]
train: 80%|███████▉ | 312/391 [01:03<00:15, 4.95it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:04<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.94it/s]
train: 82%|████████▏ | 322/391 [01:05<00:13, 4.95it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.96it/s]
train: 84%|████████▎ | 327/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.94it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.95it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.94it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.95it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.96it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.94it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.95it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.94it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.95it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.94it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.95it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.94it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.94it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.96it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.56it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.62it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.21it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.24it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.73it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.15it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.02it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.58it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:16, 2.86it/s]
train: 1%| | 2/391 [00:00<01:42, 3.80it/s]
train: 1%| | 3/391 [00:00<01:31, 4.26it/s]
train: 1%| | 4/391 [00:00<01:25, 4.51it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.91it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.93it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.94it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.95it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.94it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.95it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.96it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.94it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.95it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.96it/s]
train: 9%|▊ | 34/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.94it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.95it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.96it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.94it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.95it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.96it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.94it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.95it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.96it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.94it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.95it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.96it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.94it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.95it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.96it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.94it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.95it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.96it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.94it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.95it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.94it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.95it/s]
train: 29%|██▉ | 113/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.96it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.94it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.95it/s]
train: 31%|███▏ | 123/391 [00:24<00:54, 4.96it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.94it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.94it/s]
train: 34%|███▍ | 133/391 [00:26<00:52, 4.95it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.96it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.96it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.96it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.94it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.95it/s]
train: 37%|███▋ | 143/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.94it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.95it/s]
train: 39%|███▉ | 153/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.94it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.95it/s]
train: 42%|████▏ | 163/391 [00:33<00:46, 4.96it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.94it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.95it/s]
train: 44%|████▍ | 173/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.94it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.95it/s]
train: 47%|████▋ | 183/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.94it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.95it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.94it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.95it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.94it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.95it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.94it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.95it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.96it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.94it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.95it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.96it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.96it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.96it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.94it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.95it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.96it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.94it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.95it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.96it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.94it/s]
train: 67%|██████▋ | 262/391 [00:52<00:26, 4.95it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.94it/s]
train: 70%|██████▉ | 272/391 [00:54<00:24, 4.95it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.94it/s]
train: 72%|███████▏ | 282/391 [00:56<00:22, 4.95it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.96it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.94it/s]
train: 75%|███████▍ | 292/391 [00:59<00:20, 4.95it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.95it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 297/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.94it/s]
train: 77%|███████▋ | 302/391 [01:01<00:17, 4.95it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.95it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.96it/s]
train: 79%|███████▊ | 307/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.94it/s]
train: 80%|███████▉ | 312/391 [01:03<00:15, 4.95it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:04<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.93it/s]
train: 82%|████████▏ | 322/391 [01:05<00:13, 4.95it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.95it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.96it/s]
train: 84%|████████▎ | 327/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.94it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.95it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.94it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.95it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.94it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.95it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.94it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.95it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.95it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.93it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.95it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.95it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.94it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.94it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.55it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.33it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.83it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.96it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.54it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.03it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.94it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.52it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.91it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:15, 2.87it/s]
train: 1%| | 2/391 [00:00<01:41, 3.82it/s]
train: 1%| | 3/391 [00:00<01:30, 4.27it/s]
train: 1%| | 4/391 [00:00<01:25, 4.52it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.91it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.93it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.94it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.95it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.95it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.94it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.95it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.95it/s]
train: 6%|▌ | 24/391 [00:04<01:14, 4.93it/s]
train: 6%|▋ | 25/391 [00:05<01:14, 4.94it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.95it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.95it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.96it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.93it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.94it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.95it/s]
train: 9%|▊ | 34/391 [00:07<01:12, 4.96it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.96it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.96it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.96it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.94it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.95it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.95it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.94it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.95it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.95it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.96it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.94it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.95it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.95it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.94it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.95it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.96it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.96it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.94it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.95it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.95it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.94it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.95it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.95it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.96it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.94it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.95it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.95it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.94it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.95it/s]
train: 29%|██▉ | 113/391 [00:22<00:56, 4.95it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.96it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.94it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.95it/s]
train: 31%|███▏ | 123/391 [00:24<00:54, 4.95it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.96it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.96it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.96it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.94it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.95it/s]
train: 34%|███▍ | 133/391 [00:26<00:52, 4.95it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.96it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.94it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.95it/s]
train: 37%|███▋ | 143/391 [00:28<00:50, 4.95it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.96it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.93it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.94it/s]
train: 39%|███▉ | 153/391 [00:31<00:48, 4.95it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.94it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.95it/s]
train: 42%|████▏ | 163/391 [00:33<00:46, 4.96it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.94it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.95it/s]
train: 44%|████▍ | 173/391 [00:35<00:44, 4.95it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.96it/s]
train: 46%|████▌ | 178/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.94it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.95it/s]
train: 47%|████▋ | 183/391 [00:37<00:41, 4.95it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.94it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.95it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.95it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.94it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.95it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.95it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.94it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.95it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.95it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.94it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.95it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.95it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.94it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.94it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.95it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.96it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.96it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.96it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.94it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.95it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.95it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 247/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.94it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.95it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.95it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.96it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.93it/s]
train: 67%|██████▋ | 262/391 [00:52<00:26, 4.94it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.95it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.94it/s]
train: 70%|██████▉ | 272/391 [00:55<00:24, 4.95it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:56<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.94it/s]
train: 72%|███████▏ | 282/391 [00:57<00:22, 4.95it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.94it/s]
train: 75%|███████▍ | 292/391 [00:59<00:20, 4.95it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.95it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 297/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.94it/s]
train: 77%|███████▋ | 302/391 [01:01<00:17, 4.95it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.95it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.96it/s]
train: 79%|███████▊ | 307/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.94it/s]
train: 80%|███████▉ | 312/391 [01:03<00:15, 4.95it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 317/391 [01:04<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.93it/s]
train: 82%|████████▏ | 322/391 [01:05<00:13, 4.94it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.95it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.95it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.96it/s]
train: 84%|████████▎ | 327/391 [01:06<00:12, 4.96it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.96it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.96it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.93it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.94it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.95it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.95it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.96it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.93it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.94it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.95it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.96it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.94it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.95it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.95it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.93it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.94it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.95it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.94it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.95it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.95it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.96it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.94it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.94it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.95it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.96it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.55it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.37it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.87it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.00it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.58it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.05it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.95it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.89it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.91it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.93it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.94it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.95it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.95it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.94it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.95it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.95it/s]
train: 6%|▌ | 24/391 [00:04<01:14, 4.96it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:13, 4.93it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.94it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.95it/s]
train: 9%|▊ | 34/391 [00:07<01:12, 4.96it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.94it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.95it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.95it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.93it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.94it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.95it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.96it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.94it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.95it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.95it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.93it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.94it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.95it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.96it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.96it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.94it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.95it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.95it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.94it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.95it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.96it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.93it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.94it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.95it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.95it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.94it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.95it/s]
train: 29%|██▉ | 113/391 [00:22<00:56, 4.95it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.96it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.94it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.95it/s]
train: 31%|███▏ | 123/391 [00:24<00:54, 4.95it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.93it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.94it/s]
train: 34%|███▍ | 133/391 [00:26<00:52, 4.95it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.96it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.93it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.95it/s]
train: 37%|███▋ | 143/391 [00:28<00:50, 4.95it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.96it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.93it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.94it/s]
train: 39%|███▉ | 153/391 [00:31<00:48, 4.95it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.95it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 158/391 [00:32<00:46, 4.96it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.94it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.95it/s]
train: 42%|████▏ | 163/391 [00:33<00:46, 4.95it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.96it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.94it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.95it/s]
train: 44%|████▍ | 173/391 [00:35<00:44, 4.95it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.94it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.95it/s]
train: 47%|████▋ | 183/391 [00:37<00:41, 4.95it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.94it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.95it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.95it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.96it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.93it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.94it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.95it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.96it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.94it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.95it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.95it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.96it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.96it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.93it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.94it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.95it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.93it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.94it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.95it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.96it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.93it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.95it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.95it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 247/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.92it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.94it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.95it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.96it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.93it/s]
train: 67%|██████▋ | 262/391 [00:52<00:26, 4.94it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.95it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.96it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.94it/s]
train: 70%|██████▉ | 272/391 [00:55<00:24, 4.95it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.95it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 277/391 [00:56<00:22, 4.96it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.93it/s]
train: 72%|███████▏ | 282/391 [00:57<00:22, 4.95it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.95it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 287/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.94it/s]
train: 75%|███████▍ | 292/391 [00:59<00:20, 4.95it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.95it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 297/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.94it/s]
train: 77%|███████▋ | 302/391 [01:01<00:17, 4.95it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.95it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.93it/s]
train: 80%|███████▉ | 312/391 [01:03<00:15, 4.94it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.95it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 317/391 [01:04<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.93it/s]
train: 82%|████████▏ | 322/391 [01:05<00:13, 4.95it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.95it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.96it/s]
train: 84%|████████▎ | 327/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.93it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.94it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.95it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.94it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.95it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.95it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.96it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.96it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.94it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.95it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.95it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.96it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.94it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.95it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.95it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.96it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.94it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.95it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.95it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.94it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.94it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.95it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.96it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.55it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.33it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.82it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.97it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.55it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.03it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.95it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.74it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:16, 2.87it/s]
train: 1%| | 2/391 [00:00<01:42, 3.81it/s]
train: 1%| | 3/391 [00:00<01:30, 4.27it/s]
train: 1%| | 4/391 [00:00<01:25, 4.52it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.90it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.92it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.94it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.95it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.95it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:15, 4.93it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.94it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.95it/s]
train: 6%|▌ | 24/391 [00:04<01:14, 4.95it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.93it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.94it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.95it/s]
train: 9%|▊ | 34/391 [00:07<01:12, 4.96it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:11, 4.93it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.94it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.95it/s]
train: 11%|█▏ | 44/391 [00:09<01:10, 4.96it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.93it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.94it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.95it/s]
train: 14%|█▍ | 54/391 [00:11<01:08, 4.95it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.96it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.96it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.93it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.95it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.95it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.93it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.94it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.95it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.96it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.94it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.95it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.95it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.96it/s]
train: 23%|██▎ | 88/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.93it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.94it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.95it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.96it/s]
train: 24%|██▍ | 95/391 [00:19<01:03, 4.65it/s]
train: 25%|██▍ | 96/391 [00:19<01:02, 4.74it/s]
train: 25%|██▍ | 97/391 [00:19<01:01, 4.80it/s]
train: 25%|██▌ | 98/391 [00:19<01:00, 4.85it/s]
train: 25%|██▌ | 99/391 [00:20<00:59, 4.89it/s]
train: 26%|██▌ | 100/391 [00:20<00:59, 4.91it/s]
train: 26%|██▌ | 101/391 [00:20<00:59, 4.90it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.92it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.93it/s]
train: 27%|██▋ | 104/391 [00:21<00:58, 4.94it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.95it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.96it/s]
train: 28%|██▊ | 108/391 [00:21<00:57, 4.96it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.96it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.96it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.92it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.93it/s]
train: 29%|██▉ | 113/391 [00:22<00:56, 4.94it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.95it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.96it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.94it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.95it/s]
train: 31%|███▏ | 123/391 [00:25<00:54, 4.95it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.96it/s]
train: 33%|███▎ | 128/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.93it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.95it/s]
train: 34%|███▍ | 133/391 [00:27<00:52, 4.95it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.95it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.96it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.96it/s]
train: 35%|███▌ | 138/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.93it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.94it/s]
train: 37%|███▋ | 143/391 [00:29<00:50, 4.95it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.96it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.96it/s]
train: 38%|███▊ | 148/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.93it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.95it/s]
train: 39%|███▉ | 153/391 [00:31<00:48, 4.95it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 158/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.93it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.94it/s]
train: 42%|████▏ | 163/391 [00:33<00:46, 4.95it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.96it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.96it/s]
train: 43%|████▎ | 168/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.93it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.94it/s]
train: 44%|████▍ | 173/391 [00:35<00:44, 4.95it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.93it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.95it/s]
train: 47%|████▋ | 183/391 [00:37<00:42, 4.95it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.92it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.94it/s]
train: 49%|████▉ | 193/391 [00:39<00:40, 4.94it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.95it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.96it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.96it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.93it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.94it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.95it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.93it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.94it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.95it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.94it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.95it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.95it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.93it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.94it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.95it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.96it/s]
train: 61%|██████ | 237/391 [00:48<00:31, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.93it/s]
train: 62%|██████▏ | 242/391 [00:49<00:30, 4.94it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.95it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 247/391 [00:50<00:29, 4.96it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.93it/s]
train: 64%|██████▍ | 252/391 [00:51<00:28, 4.94it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.95it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.95it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.96it/s]
train: 66%|██████▌ | 257/391 [00:52<00:26, 4.96it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.93it/s]
train: 67%|██████▋ | 262/391 [00:53<00:26, 4.94it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.95it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 267/391 [00:54<00:24, 4.96it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.93it/s]
train: 70%|██████▉ | 272/391 [00:55<00:24, 4.94it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.95it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 277/391 [00:56<00:22, 4.96it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.93it/s]
train: 72%|███████▏ | 282/391 [00:57<00:22, 4.94it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.95it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.95it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 287/391 [00:58<00:20, 4.96it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.93it/s]
train: 75%|███████▍ | 292/391 [00:59<00:20, 4.94it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.95it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 297/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.93it/s]
train: 77%|███████▋ | 302/391 [01:01<00:17, 4.95it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.95it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.96it/s]
train: 79%|███████▊ | 307/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.93it/s]
train: 80%|███████▉ | 312/391 [01:03<00:15, 4.94it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.95it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 317/391 [01:04<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.93it/s]
train: 82%|████████▏ | 322/391 [01:05<00:13, 4.94it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.95it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.96it/s]
train: 84%|████████▎ | 327/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.93it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.94it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.95it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.96it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.93it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.94it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.95it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.96it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.96it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.96it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:11<00:08, 4.93it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.94it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.95it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 356/391 [01:12<00:07, 4.96it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:13<00:06, 4.93it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.94it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.95it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▎| 366/391 [01:14<00:05, 4.96it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.96it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.96it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:15<00:04, 4.94it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.95it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.95it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 376/391 [01:16<00:03, 4.96it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:17<00:02, 4.93it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.94it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.93it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.95it/s]
train: 99%|█████████▊| 386/391 [01:18<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.96it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:19<00:00, 5.55it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.52it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.09it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.16it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.68it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.12it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.00it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:16, 2.86it/s]
train: 1%| | 2/391 [00:00<01:42, 3.81it/s]
train: 1%| | 3/391 [00:00<01:31, 4.26it/s]
train: 1%| | 4/391 [00:00<01:25, 4.52it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.90it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.92it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.94it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.95it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.95it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.96it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:15, 4.93it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.94it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.95it/s]
train: 6%|▌ | 24/391 [00:04<01:14, 4.96it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.94it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.95it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.95it/s]
train: 9%|▊ | 34/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.93it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.94it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.95it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.93it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.94it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.95it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.96it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.93it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.94it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.95it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.93it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.94it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.95it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.96it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.93it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.94it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.95it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.94it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.95it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.95it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.96it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.93it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.94it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.95it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.94it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.95it/s]
train: 29%|██▉ | 113/391 [00:22<00:56, 4.95it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.96it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.96it/s]
train: 30%|███ | 118/391 [00:23<00:55, 4.96it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.93it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.94it/s]
train: 31%|███▏ | 123/391 [00:24<00:54, 4.95it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.96it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.96it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.96it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.96it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.93it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.94it/s]
train: 34%|███▍ | 133/391 [00:26<00:52, 4.95it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.95it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.96it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.96it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.96it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.96it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.96it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.93it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.94it/s]
train: 37%|███▋ | 143/391 [00:28<00:50, 4.95it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.96it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.96it/s]
train: 38%|███▊ | 148/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.92it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.94it/s]
train: 39%|███▉ | 153/391 [00:31<00:48, 4.95it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.95it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 158/391 [00:32<00:46, 4.96it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.93it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.95it/s]
train: 42%|████▏ | 163/391 [00:33<00:46, 4.95it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.96it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.96it/s]
train: 43%|████▎ | 168/391 [00:34<00:44, 4.96it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.93it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.94it/s]
train: 44%|████▍ | 173/391 [00:35<00:44, 4.95it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.96it/s]
train: 46%|████▌ | 178/391 [00:36<00:42, 4.96it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.93it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.94it/s]
train: 47%|████▋ | 183/391 [00:37<00:42, 4.95it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.95it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.96it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.96it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.93it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.94it/s]
train: 49%|████▉ | 193/391 [00:39<00:40, 4.95it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.95it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.95it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.96it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.96it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.96it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.96it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.93it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.94it/s]
train: 52%|█████▏ | 203/391 [00:41<00:38, 4.95it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.95it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.96it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.94it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.95it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.95it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.96it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.96it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.93it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.94it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.94it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.95it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.93it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.94it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.94it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.95it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.95it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.96it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.96it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.96it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.96it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.93it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.94it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.95it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.95it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 247/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.93it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.94it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.95it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.95it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.96it/s]
train: 66%|██████▌ | 257/391 [00:52<00:26, 4.96it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.93it/s]
train: 67%|██████▋ | 262/391 [00:53<00:26, 4.94it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.95it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 267/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.93it/s]
train: 70%|██████▉ | 272/391 [00:55<00:24, 4.94it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.95it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 277/391 [00:56<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.93it/s]
train: 72%|███████▏ | 282/391 [00:57<00:22, 4.94it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.95it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 287/391 [00:58<00:20, 4.96it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.93it/s]
train: 75%|███████▍ | 292/391 [00:59<00:20, 4.94it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.95it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 297/391 [01:00<00:18, 4.96it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.96it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.93it/s]
train: 77%|███████▋ | 302/391 [01:01<00:18, 4.94it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.95it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.96it/s]
train: 79%|███████▊ | 307/391 [01:02<00:16, 4.96it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.96it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.96it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.93it/s]
train: 80%|███████▉ | 312/391 [01:03<00:15, 4.94it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.95it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.95it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 317/391 [01:04<00:14, 4.96it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.93it/s]
train: 82%|████████▏ | 322/391 [01:05<00:13, 4.94it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.95it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.96it/s]
train: 84%|████████▎ | 327/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.93it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.94it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.95it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.96it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.94it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.95it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.95it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.96it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.94it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.95it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.95it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.93it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.94it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.95it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:15<00:04, 4.93it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.94it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.95it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 376/391 [01:16<00:03, 4.96it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.96it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:17<00:02, 4.93it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.94it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.94it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.95it/s]
train: 99%|█████████▊| 386/391 [01:18<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.96it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.56it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.31it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.78it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.94it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.54it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.02it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.94it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.53it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:15, 2.88it/s]
train: 1%| | 2/391 [00:00<01:41, 3.82it/s]
train: 1%| | 3/391 [00:00<01:30, 4.27it/s]
train: 1%| | 4/391 [00:00<01:25, 4.52it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.90it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.92it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.94it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.95it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.95it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.96it/s]
train: 5%|▌ | 21/391 [00:04<01:15, 4.93it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.94it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.95it/s]
train: 6%|▌ | 24/391 [00:04<01:14, 4.96it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.93it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.95it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.95it/s]
train: 9%|▊ | 34/391 [00:07<01:12, 4.96it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.93it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.94it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.95it/s]
train: 11%|█▏ | 44/391 [00:09<01:10, 4.96it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.93it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.94it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.95it/s]
train: 14%|█▍ | 54/391 [00:11<01:08, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.96it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.93it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.94it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.95it/s]
train: 16%|█▋ | 64/391 [00:13<01:06, 4.95it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.94it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.95it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.95it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.96it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.93it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.94it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.95it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.93it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.94it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.95it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.96it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.93it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.94it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.95it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.95it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.96it/s]
train: 28%|██▊ | 108/391 [00:21<00:57, 4.96it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.93it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.94it/s]
train: 29%|██▉ | 113/391 [00:22<00:56, 4.95it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.96it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.96it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.93it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.94it/s]
train: 31%|███▏ | 123/391 [00:24<00:54, 4.95it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.94it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.95it/s]
train: 34%|███▍ | 133/391 [00:26<00:52, 4.95it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.96it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.94it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.95it/s]
train: 37%|███▋ | 143/391 [00:28<00:50, 4.95it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.94it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.95it/s]
train: 39%|███▉ | 153/391 [00:31<00:48, 4.95it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.95it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.95it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 158/391 [00:32<00:46, 4.96it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.93it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.94it/s]
train: 42%|████▏ | 163/391 [00:33<00:46, 4.95it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.96it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.93it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.94it/s]
train: 44%|████▍ | 173/391 [00:35<00:44, 4.95it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.96it/s]
train: 46%|████▌ | 178/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.93it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.94it/s]
train: 47%|████▋ | 183/391 [00:37<00:42, 4.95it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.93it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.94it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.95it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.96it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.91it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.93it/s]
train: 52%|█████▏ | 203/391 [00:41<00:38, 4.94it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.95it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.95it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.96it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.94it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.95it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.95it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.93it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.94it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.95it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.94it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.95it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.95it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.96it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.94it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.95it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.96it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 247/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.93it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.94it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.95it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.96it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.93it/s]
train: 67%|██████▋ | 262/391 [00:52<00:26, 4.94it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.95it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 267/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.93it/s]
train: 70%|██████▉ | 272/391 [00:55<00:24, 4.94it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.95it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 277/391 [00:56<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.93it/s]
train: 72%|███████▏ | 282/391 [00:57<00:22, 4.95it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.95it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 287/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.94it/s]
train: 75%|███████▍ | 292/391 [00:59<00:20, 4.95it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.95it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 297/391 [01:00<00:18, 4.96it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.96it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.93it/s]
train: 77%|███████▋ | 302/391 [01:01<00:17, 4.95it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.95it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.96it/s]
train: 79%|███████▊ | 307/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.93it/s]
train: 80%|███████▉ | 312/391 [01:03<00:15, 4.94it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.95it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 317/391 [01:04<00:14, 4.96it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.94it/s]
train: 82%|████████▏ | 322/391 [01:05<00:13, 4.95it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.95it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.94it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.95it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.95it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.93it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.94it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.95it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.96it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.93it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.94it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.95it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.93it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.94it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.95it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.93it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.94it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.95it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.94it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.94it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:18<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.56it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.43it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.95it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.05it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.61it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.07it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.97it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.90it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.91it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.93it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.94it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.95it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.94it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.95it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.95it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.96it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.93it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.94it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.95it/s]
train: 9%|▊ | 34/391 [00:06<01:12, 4.96it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.93it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.95it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.95it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.93it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.94it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.95it/s]
train: 14%|█▍ | 54/391 [00:11<01:08, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.96it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.96it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.94it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.95it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.95it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.93it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.94it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.95it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.96it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.94it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.94it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.95it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.95it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.96it/s]
train: 23%|██▎ | 88/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.93it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.94it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.95it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.96it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.93it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.95it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.95it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.94it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.95it/s]
train: 29%|██▉ | 113/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.96it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.94it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.95it/s]
train: 31%|███▏ | 123/391 [00:24<00:54, 4.96it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.94it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.95it/s]
train: 34%|███▍ | 133/391 [00:26<00:52, 4.95it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.94it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.95it/s]
train: 37%|███▋ | 143/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.94it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.95it/s]
train: 39%|███▉ | 153/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.94it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.95it/s]
train: 42%|████▏ | 163/391 [00:33<00:46, 4.96it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.96it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.94it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.95it/s]
train: 44%|████▍ | 173/391 [00:35<00:43, 4.95it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.96it/s]
train: 46%|████▌ | 178/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.94it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.95it/s]
train: 47%|████▋ | 183/391 [00:37<00:41, 4.95it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.94it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.95it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.95it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.94it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.95it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.95it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.94it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.95it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.95it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.94it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.95it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.95it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.94it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.95it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.95it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.96it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.94it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.95it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.96it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.94it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.95it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.95it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.96it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.96it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.93it/s]
train: 67%|██████▋ | 262/391 [00:52<00:26, 4.94it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.95it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.94it/s]
train: 70%|██████▉ | 272/391 [00:54<00:24, 4.95it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.93it/s]
train: 72%|███████▏ | 282/391 [00:57<00:22, 4.95it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.95it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 287/391 [00:58<00:20, 4.96it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.94it/s]
train: 75%|███████▍ | 292/391 [00:59<00:20, 4.95it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.95it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 297/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.94it/s]
train: 77%|███████▋ | 302/391 [01:01<00:17, 4.95it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.95it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.96it/s]
train: 79%|███████▊ | 307/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.94it/s]
train: 80%|███████▉ | 312/391 [01:03<00:15, 4.95it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 317/391 [01:04<00:14, 4.96it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.94it/s]
train: 82%|████████▏ | 322/391 [01:05<00:13, 4.95it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.95it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.96it/s]
train: 84%|████████▎ | 327/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.94it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.95it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.95it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.96it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.92it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.94it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.95it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.95it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.96it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.96it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.93it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.95it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.95it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.94it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.95it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.95it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.94it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.95it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.95it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.96it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.96it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.93it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.94it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.93it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.94it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.95it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.96it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.56it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.92it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.19it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.52it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.25it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.82it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.80it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.43it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.86it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.14it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.33it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.74it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:15, 2.88it/s]
train: 1%| | 2/391 [00:00<01:41, 3.82it/s]
train: 1%| | 3/391 [00:00<01:30, 4.27it/s]
train: 1%| | 4/391 [00:00<01:25, 4.52it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.89it/s]
train: 3%|▎ | 12/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.93it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.94it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.95it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.96it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:15, 4.92it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.94it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.95it/s]
train: 6%|▌ | 24/391 [00:04<01:14, 4.95it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.94it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.95it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.96it/s]
train: 9%|▊ | 34/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.94it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.95it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.95it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.93it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.94it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.95it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.96it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.94it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.95it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.95it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.93it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.95it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.95it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.96it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.94it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.95it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.95it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.93it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.94it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.95it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.96it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.94it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.95it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.95it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.93it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.94it/s]
train: 29%|██▉ | 113/391 [00:22<00:56, 4.95it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.96it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.94it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.95it/s]
train: 31%|███▏ | 123/391 [00:24<00:54, 4.95it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.93it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.95it/s]
train: 34%|███▍ | 133/391 [00:26<00:52, 4.95it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.96it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.94it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.95it/s]
train: 37%|███▋ | 143/391 [00:28<00:50, 4.95it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.94it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.95it/s]
train: 39%|███▉ | 153/391 [00:31<00:48, 4.95it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.94it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.95it/s]
train: 42%|████▏ | 163/391 [00:33<00:46, 4.95it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.96it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.95it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.95it/s]
train: 44%|████▍ | 173/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.94it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.95it/s]
train: 47%|████▋ | 183/391 [00:37<00:41, 4.95it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.94it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.95it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.96it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.94it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.95it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.95it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.94it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.95it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.95it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.94it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.95it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.95it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.94it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.95it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.96it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.94it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.95it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.95it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.94it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.95it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.95it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.96it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.94it/s]
train: 67%|██████▋ | 262/391 [00:52<00:26, 4.95it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.94it/s]
train: 70%|██████▉ | 272/391 [00:54<00:24, 4.95it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.95it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 277/391 [00:56<00:22, 4.96it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.94it/s]
train: 72%|███████▏ | 282/391 [00:57<00:22, 4.95it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.94it/s]
train: 75%|███████▍ | 292/391 [00:59<00:20, 4.95it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.95it/s]
train: 77%|███████▋ | 302/391 [01:01<00:17, 4.95it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:04<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.95it/s]
train: 82%|████████▏ | 322/391 [01:05<00:13, 4.95it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.95it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.94it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.95it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.94it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.95it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.94it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.95it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.95it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.95it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.95it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.94it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.58it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.44it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.96it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.08it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.63it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.10it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.58it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.64it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.68it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.74it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.75it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:16, 2.85it/s]
train: 1%| | 2/391 [00:00<01:42, 3.80it/s]
train: 1%| | 3/391 [00:00<01:31, 4.26it/s]
train: 1%| | 4/391 [00:00<01:25, 4.51it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.93it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.94it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.95it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.95it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.95it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.96it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.94it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.95it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.96it/s]
train: 9%|▊ | 34/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.93it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.94it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.95it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.94it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.95it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.95it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.96it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.96it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.95it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.96it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.95it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.96it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.95it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.95it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.94it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.95it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.96it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.95it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.95it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.96it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.96it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.96it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.94it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.95it/s]
train: 44%|████▍ | 173/391 [00:35<00:44, 4.95it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.96it/s]
train: 46%|████▌ | 178/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.94it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.95it/s]
train: 47%|████▋ | 183/391 [00:37<00:41, 4.95it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.94it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.95it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.95it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.95it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.94it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.95it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.96it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.94it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.95it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.96it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.95it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.95it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.96it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.95it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.96it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.94it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.95it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.94it/s]
train: 67%|██████▋ | 262/391 [00:52<00:26, 4.95it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.93it/s]
train: 70%|██████▉ | 272/391 [00:54<00:24, 4.94it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.95it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.95it/s]
train: 72%|███████▏ | 282/391 [00:56<00:22, 4.95it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.95it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.95it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.94it/s]
train: 77%|███████▋ | 302/391 [01:01<00:17, 4.95it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.94it/s]
train: 80%|███████▉ | 312/391 [01:03<00:15, 4.95it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 317/391 [01:04<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.91it/s]
train: 82%|████████▏ | 322/391 [01:05<00:14, 4.93it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.94it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.95it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.96it/s]
train: 84%|████████▎ | 327/391 [01:06<00:12, 4.96it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.94it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.95it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.96it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.94it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.95it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.94it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.95it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.95it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.94it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.95it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.94it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.95it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.94it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.94it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.57it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.50it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.06it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.14it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.67it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.12it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.00it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:16, 2.86it/s]
train: 1%| | 2/391 [00:00<01:42, 3.81it/s]
train: 1%| | 3/391 [00:00<01:30, 4.26it/s]
train: 1%| | 4/391 [00:00<01:25, 4.52it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.91it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.93it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.94it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.95it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.94it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.95it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.96it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.94it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.95it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.96it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.96it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.95it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.95it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.96it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.94it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.95it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.95it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.96it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.96it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.94it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.95it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.95it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.94it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.95it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.96it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.94it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.95it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.96it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.94it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.95it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.95it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.96it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.93it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.94it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.95it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.94it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.95it/s]
train: 29%|██▉ | 113/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.96it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.94it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.95it/s]
train: 31%|███▏ | 123/391 [00:24<00:54, 4.96it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.94it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.95it/s]
train: 34%|███▍ | 133/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.94it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.95it/s]
train: 37%|███▋ | 143/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.96it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.96it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.96it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.94it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.95it/s]
train: 39%|███▉ | 153/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.94it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.95it/s]
train: 42%|████▏ | 163/391 [00:33<00:46, 4.95it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.96it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.94it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.95it/s]
train: 44%|████▍ | 173/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.94it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.95it/s]
train: 47%|████▋ | 183/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.94it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.95it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.94it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.95it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.94it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.95it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.95it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.94it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.95it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.96it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.94it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.95it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.96it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.95it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.95it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.96it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.94it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.95it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.95it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.96it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:01<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:04<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.96it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.43it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.94it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.05it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.61it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.06it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.96it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.90it/s]
train: 1%| | 2/391 [00:00<01:41, 3.84it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.96it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.96it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.95it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.95it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.94it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.95it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.95it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.96it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.44it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.97it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.07it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.62it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.09it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.90it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:08, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.96it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.94it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.95it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.95it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.96it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.96it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.28it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.74it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.91it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.51it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.99it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.92it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.51it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.90it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:15, 2.89it/s]
train: 1%| | 2/391 [00:00<01:41, 3.82it/s]
train: 1%| | 3/391 [00:00<01:30, 4.27it/s]
train: 1%| | 4/391 [00:00<01:25, 4.52it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.96it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.96it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.96it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.96it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.94it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.95it/s]
train: 29%|██▉ | 113/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.96it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.96it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.94it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.95it/s]
train: 39%|███▉ | 153/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.94it/s]
train: 67%|██████▋ | 262/391 [00:52<00:26, 4.95it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.89it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.91it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.93it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.94it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.95it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.95it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.95it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.41it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.92it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.05it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.61it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.07it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:16, 2.86it/s]
train: 1%| | 2/391 [00:00<01:42, 3.80it/s]
train: 1%| | 3/391 [00:00<01:31, 4.26it/s]
train: 1%| | 4/391 [00:00<01:25, 4.51it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.76it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.96it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.96it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.96it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.94it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.95it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.96it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.96it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.34it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.84it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.98it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.57it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.04it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.95it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.53it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.91it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.94it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.95it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.96it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.96it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.94it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.95it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.96it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.94it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.95it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.96it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.94it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.95it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.96it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.95it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.95it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.96it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.95it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.95it/s]
train: 29%|██▉ | 113/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.96it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.94it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.95it/s]
train: 31%|███▏ | 123/391 [00:24<00:54, 4.96it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.96it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.94it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.95it/s]
train: 34%|███▍ | 133/391 [00:26<00:52, 4.95it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.93it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.94it/s]
train: 37%|███▋ | 143/391 [00:28<00:50, 4.95it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.96it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.94it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.95it/s]
train: 39%|███▉ | 153/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.95it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.95it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.96it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.94it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.95it/s]
train: 44%|████▍ | 173/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.94it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.95it/s]
train: 47%|████▋ | 183/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.94it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.95it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.95it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.95it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.93it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.94it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.95it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.95it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.94it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.95it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.95it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.94it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.95it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.96it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.94it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.95it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.96it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.94it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.95it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.94it/s]
train: 67%|██████▋ | 262/391 [00:52<00:26, 4.95it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.95it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.93it/s]
train: 70%|██████▉ | 272/391 [00:54<00:24, 4.94it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.95it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.94it/s]
train: 72%|███████▏ | 282/391 [00:56<00:22, 4.95it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.95it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.94it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.95it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.94it/s]
train: 77%|███████▋ | 302/391 [01:01<00:17, 4.95it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.95it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.96it/s]
train: 79%|███████▊ | 307/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.94it/s]
train: 80%|███████▉ | 312/391 [01:03<00:15, 4.95it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:04<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.94it/s]
train: 82%|████████▏ | 322/391 [01:05<00:13, 4.95it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.96it/s]
train: 84%|████████▎ | 327/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.94it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.95it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.94it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.95it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.96it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.94it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.95it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.94it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.95it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.94it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.95it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.94it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.94it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.57it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.12it/s]
eval: 5%|▌ | 4/79 [00:00<00:04, 16.86it/s]
eval: 10%|█ | 8/79 [00:00<00:03, 23.57it/s]
eval: 15%|█▌ | 12/79 [00:00<00:02, 26.77it/s]
eval: 20%|██ | 16/79 [00:00<00:02, 28.56it/s]
eval: 25%|██▌ | 20/79 [00:00<00:01, 29.65it/s]
eval: 30%|███ | 24/79 [00:00<00:01, 30.33it/s]
eval: 35%|███▌ | 28/79 [00:01<00:01, 30.79it/s]
eval: 41%|████ | 32/79 [00:01<00:01, 31.09it/s]
eval: 46%|████▌ | 36/79 [00:01<00:01, 31.30it/s]
eval: 51%|█████ | 40/79 [00:01<00:01, 31.44it/s]
eval: 56%|█████▌ | 44/79 [00:01<00:01, 31.54it/s]
eval: 61%|██████ | 48/79 [00:01<00:00, 31.61it/s]
eval: 66%|██████▌ | 52/79 [00:01<00:00, 31.66it/s]
eval: 71%|███████ | 56/79 [00:01<00:00, 31.69it/s]
eval: 76%|███████▌ | 60/79 [00:02<00:00, 31.72it/s]
eval: 81%|████████ | 64/79 [00:02<00:00, 31.73it/s]
eval: 86%|████████▌ | 68/79 [00:02<00:00, 31.74it/s]
eval: 91%|█████████ | 72/79 [00:02<00:00, 31.76it/s]
eval: 96%|█████████▌| 76/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:18, 2.82it/s]
train: 1%| | 2/391 [00:00<01:43, 3.78it/s]
train: 1%| | 3/391 [00:00<01:31, 4.24it/s]
train: 1%| | 4/391 [00:00<01:25, 4.50it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.66it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.76it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.90it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.92it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.93it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.94it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.95it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.95it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.96it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.96it/s]
train: 5%|▌ | 21/391 [00:04<01:15, 4.93it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.94it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.95it/s]
train: 6%|▌ | 24/391 [00:04<01:14, 4.96it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.94it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.95it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.96it/s]
train: 9%|▊ | 34/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:06, 4.91it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.93it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.94it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.95it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.96it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.96it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.92it/s]
train: 80%|███████▉ | 312/391 [01:02<00:16, 4.93it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.94it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.95it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.95it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.96it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.96it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.52it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.08it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.15it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.68it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.12it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.74it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.75it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:21, 2.75it/s]
train: 1%| | 2/391 [00:00<01:44, 3.72it/s]
train: 1%| | 3/391 [00:00<01:32, 4.21it/s]
train: 1%| | 4/391 [00:00<01:26, 4.48it/s]
train: 1%|▏ | 5/391 [00:01<01:23, 4.64it/s]
train: 2%|▏ | 6/391 [00:01<01:21, 4.75it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.82it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.96it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.96it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.38it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.88it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.01it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.58it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.05it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.96it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:20, 2.78it/s]
train: 1%| | 2/391 [00:00<01:43, 3.75it/s]
train: 1%| | 3/391 [00:00<01:31, 4.22it/s]
train: 1%| | 4/391 [00:00<01:26, 4.49it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.65it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.76it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.82it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.96it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.96it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.96it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.45it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.01it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.11it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.64it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.08it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.87it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.46it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.86it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.13it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.31it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.44it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.53it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.58it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.63it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.68it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.91it/s]
train: 1%| | 2/391 [00:00<01:41, 3.84it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.96it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.96it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.95it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.95it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.96it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.95it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.37it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.89it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.02it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.59it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.07it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.97it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:15, 2.89it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.94it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.95it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.95it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.96it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.95it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:54, 4.96it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.94it/s]
train: 47%|████▋ | 183/391 [00:36<00:42, 4.95it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.95it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.96it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.96it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.37it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.85it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.99it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.57it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.05it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.96it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.91it/s]
train: 1%| | 2/391 [00:00<01:41, 3.84it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.96it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.96it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.42it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.94it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.05it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.62it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.08it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.74it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.75it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:16, 2.86it/s]
train: 1%| | 2/391 [00:00<01:42, 3.81it/s]
train: 1%| | 3/391 [00:00<01:31, 4.26it/s]
train: 1%| | 4/391 [00:00<01:25, 4.52it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.43it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.74it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.91it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.52it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.01it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.93it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.52it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.91it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:16, 2.85it/s]
train: 1%| | 2/391 [00:00<01:42, 3.80it/s]
train: 1%| | 3/391 [00:00<01:31, 4.26it/s]
train: 1%| | 4/391 [00:00<01:25, 4.51it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.97it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.96it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:06, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.96it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.95it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.96it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.95it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.96it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.96it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.50it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.05it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.14it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.67it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.12it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.00it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.58it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:15, 2.88it/s]
train: 1%| | 2/391 [00:00<01:41, 3.82it/s]
train: 1%| | 3/391 [00:00<01:30, 4.27it/s]
train: 1%| | 4/391 [00:00<01:25, 4.52it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:09, 4.89it/s]
train: 14%|█▍ | 54/391 [00:11<01:08, 4.92it/s]
train: 14%|█▍ | 55/391 [00:11<01:08, 4.93it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.94it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.95it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.96it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.96it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.96it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.96it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.51it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.01it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.10it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.65it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.10it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.93it/s]
train: 1%| | 2/391 [00:00<01:40, 3.86it/s]
train: 1%| | 3/391 [00:00<01:30, 4.30it/s]
train: 1%| | 4/391 [00:00<01:25, 4.54it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.69it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.96it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.96it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:39<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.35it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.83it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.98it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.56it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.05it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.96it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:16, 2.86it/s]
train: 1%| | 2/391 [00:00<01:42, 3.81it/s]
train: 1%| | 3/391 [00:00<01:31, 4.26it/s]
train: 1%| | 4/391 [00:00<01:25, 4.52it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.96it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.96it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.96it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.96it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.96it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.96it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.96it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.96it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.96it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.96it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.96it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.96it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.96it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.48it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.03it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.11it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.65it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.10it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.91it/s]
train: 1%| | 2/391 [00:00<01:41, 3.84it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:13, 4.94it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.94it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.95it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.95it/s]
train: 9%|▊ | 34/391 [00:06<01:12, 4.96it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.96it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.96it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.96it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.96it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.96it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.96it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.96it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.95it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.96it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.94it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.94it/s]
train: 67%|██████▋ | 262/391 [00:52<00:26, 4.95it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.95it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.95it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.96it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.94it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.96it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.35it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.84it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.99it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.57it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.05it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.96it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:16, 2.85it/s]
train: 1%| | 2/391 [00:00<01:42, 3.80it/s]
train: 1%| | 3/391 [00:00<01:31, 4.26it/s]
train: 1%| | 4/391 [00:00<01:25, 4.51it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:06, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.96it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.96it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.95it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.96it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.96it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.72it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.36it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.35it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.82it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.22it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.07it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.62it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.98it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.22it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.38it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.50it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.58it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.64it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:15, 2.89it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:06, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.96it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:39<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:10<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.44it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.98it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.08it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.64it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.09it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.91it/s]
train: 1%| | 2/391 [00:00<01:41, 3.85it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.54it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:18, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.95it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.96it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.96it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.96it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.96it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.42it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.93it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.05it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.60it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.06it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.97it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:16, 2.87it/s]
train: 1%| | 2/391 [00:00<01:42, 3.81it/s]
train: 1%| | 3/391 [00:00<01:30, 4.27it/s]
train: 1%| | 4/391 [00:00<01:25, 4.52it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:06, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.96it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.96it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.95it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.96it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.95it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.94it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.95it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.47it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.03it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.12it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.66it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.11it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.00it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.73it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.74it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.75it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.77it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.90it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.96it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.91it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.93it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.94it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.95it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.96it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.95it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.53it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.11it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.16it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.67it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.11it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:48, 2.32it/s]
train: 1%| | 2/391 [00:00<01:55, 3.37it/s]
train: 1%| | 3/391 [00:00<01:38, 3.95it/s]
train: 1%| | 4/391 [00:01<01:29, 4.30it/s]
train: 1%|▏ | 5/391 [00:01<01:25, 4.52it/s]
train: 2%|▏ | 6/391 [00:01<01:22, 4.66it/s]
train: 2%|▏ | 7/391 [00:01<01:20, 4.76it/s]
train: 2%|▏ | 8/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 9/391 [00:02<01:18, 4.87it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.90it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.91it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.93it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.94it/s]
train: 4%|▎ | 14/391 [00:03<01:16, 4.95it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 19/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:05<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:08, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:27<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:31<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.94it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.95it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.96it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.95it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.95it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 287/391 [00:58<00:20, 4.96it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:01<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:04<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.35it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.85it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.00it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.57it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.05it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.95it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.58it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:15, 2.87it/s]
train: 1%| | 2/391 [00:00<01:41, 3.82it/s]
train: 1%| | 3/391 [00:00<01:30, 4.27it/s]
train: 1%| | 4/391 [00:00<01:25, 4.52it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:06, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.96it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:14, 5.29it/s]
eval: 6%|▋ | 5/79 [00:00<00:04, 18.16it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 23.74it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 26.70it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.45it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.54it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.26it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.73it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.04it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.26it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.42it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.52it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.59it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:15, 2.88it/s]
train: 1%| | 2/391 [00:00<01:41, 3.82it/s]
train: 1%| | 3/391 [00:00<01:30, 4.27it/s]
train: 1%| | 4/391 [00:00<01:25, 4.52it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.96it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:03, 4.94it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.95it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.95it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.95it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.96it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.96it/s]
train: 23%|██▎ | 88/391 [00:17<01:01, 4.96it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.96it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.96it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.96it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.61it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.21it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.25it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.75it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.17it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.04it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.60it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.96it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.21it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.38it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.50it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.58it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.74it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.75it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.91it/s]
train: 1%| | 2/391 [00:00<01:41, 3.85it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.96it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.96it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.28it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.73it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.91it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.51it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.01it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.93it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.53it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.91it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:16, 2.85it/s]
train: 1%| | 2/391 [00:00<01:42, 3.80it/s]
train: 1%| | 3/391 [00:00<01:31, 4.26it/s]
train: 1%| | 4/391 [00:00<01:25, 4.51it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.96it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.95it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.95it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.96it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.53it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.13it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.19it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.70it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.14it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.02it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.58it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.89it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.93it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.94it/s]
train: 13%|█▎ | 49/391 [00:10<01:09, 4.95it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.95it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.95it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.95it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.96it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.94it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.95it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.96it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.96it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.96it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.96it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.96it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.36it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.87it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.00it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.58it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.05it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.96it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:18, 2.82it/s]
train: 1%| | 2/391 [00:00<01:42, 3.78it/s]
train: 1%| | 3/391 [00:00<01:31, 4.24it/s]
train: 1%| | 4/391 [00:00<01:25, 4.50it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.66it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.76it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.95it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.96it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.94it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.95it/s]
train: 39%|███▉ | 153/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.96it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.96it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.96it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.91it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.93it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.94it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.95it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.96it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.96it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.96it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.50it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.04it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.13it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.66it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.10it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.58it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.90it/s]
train: 1%| | 2/391 [00:00<01:41, 3.84it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.90it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.92it/s]
train: 27%|██▋ | 104/391 [00:21<00:58, 4.94it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.95it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.95it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.96it/s]
train: 28%|██▊ | 108/391 [00:21<00:57, 4.96it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.96it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.95it/s]
train: 34%|███▍ | 133/391 [00:26<00:52, 4.95it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.96it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.96it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.96it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.96it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.96it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.42it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.93it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.05it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.61it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.07it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.97it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.92it/s]
train: 1%| | 2/391 [00:00<01:41, 3.85it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.54it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.96it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.95it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.95it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.95it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.96it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.96it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.44it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.98it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.08it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.63it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.09it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.68it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.74it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.75it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:18, 2.81it/s]
train: 1%| | 2/391 [00:00<01:43, 3.77it/s]
train: 1%| | 3/391 [00:00<01:31, 4.24it/s]
train: 1%| | 4/391 [00:00<01:25, 4.50it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.66it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.76it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.95it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.96it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.96it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.96it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.96it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.96it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.96it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.96it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.55it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.12it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.18it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.69it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.12it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.00it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:12, 2.94it/s]
train: 1%| | 2/391 [00:00<01:40, 3.86it/s]
train: 1%| | 3/391 [00:00<01:30, 4.30it/s]
train: 1%| | 4/391 [00:00<01:25, 4.54it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.69it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.96it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.96it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.96it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.96it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.50it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.01it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.10it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.65it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.10it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:16, 2.87it/s]
train: 1%| | 2/391 [00:00<01:42, 3.79it/s]
train: 1%| | 3/391 [00:00<01:31, 4.25it/s]
train: 1%| | 4/391 [00:00<01:25, 4.51it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.66it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.76it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.95it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.96it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.57it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.15it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.20it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.71it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.13it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.02it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.58it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.96it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.21it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.91it/s]
train: 1%| | 2/391 [00:00<01:41, 3.84it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.97it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.96it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:39<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:29, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:10<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.50it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.06it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.14it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.66it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.11it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.00it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.21it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.38it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.50it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.58it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.64it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.68it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.71it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.73it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.74it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.75it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.77it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.93it/s]
train: 1%| | 2/391 [00:00<01:40, 3.85it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.54it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.95it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:06, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:01, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.96it/s]
train: 23%|██▎ | 88/391 [00:17<01:01, 4.96it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.96it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:39<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:10<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.92it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.94it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.95it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.95it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.96it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.96it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.58it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.35it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.85it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.99it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.58it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.05it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.96it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.73it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.74it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.75it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.77it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.92it/s]
train: 1%| | 2/391 [00:00<01:41, 3.85it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.54it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:39<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.96it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.53it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.13it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.19it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.70it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.13it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.02it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.58it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.21it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.90it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.96it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.96it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.96it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.37it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.87it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.01it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.59it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.06it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.96it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.89it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.96it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.96it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.96it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.96it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.96it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.18it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.59it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.80it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.44it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.96it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.89it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.50it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.88it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.15it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:15, 2.89it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.96it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.12it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.51it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.75it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.41it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.94it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.88it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.49it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.89it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.16it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.54it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.91it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.27it/s]
train: 1%| | 4/391 [00:00<01:25, 4.52it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.96it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.96it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.96it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.96it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.62it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.22it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.25it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.75it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.17it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.04it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.60it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.97it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.21it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.38it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.50it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.58it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.64it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.68it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.74it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.75it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.77it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.92it/s]
train: 1%| | 2/391 [00:00<01:41, 3.85it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.96it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.96it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.96it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.95it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.95it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.96it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.31it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.81it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.96it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.55it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.03it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.95it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.53it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:18, 2.82it/s]
train: 1%| | 2/391 [00:00<01:42, 3.78it/s]
train: 1%| | 3/391 [00:00<01:31, 4.24it/s]
train: 1%| | 4/391 [00:00<01:25, 4.50it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.66it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.76it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:01, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.94it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.95it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.95it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.96it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.96it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.96it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.48it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.02it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.10it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.65it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.10it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.93it/s]
train: 1%| | 2/391 [00:00<01:40, 3.85it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.54it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.96it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.96it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.96it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.96it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.96it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.96it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.96it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.94it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.48it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.00it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.10it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.64it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.10it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.00it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:15, 2.89it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.27it/s]
train: 1%| | 4/391 [00:00<01:25, 4.52it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:15, 4.89it/s]
train: 5%|▌ | 21/391 [00:04<01:15, 4.90it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.92it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.94it/s]
train: 6%|▌ | 24/391 [00:04<01:14, 4.95it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.95it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.96it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.96it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.96it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.96it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.96it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.37it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.86it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.00it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.58it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.05it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.95it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.53it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.91it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:16, 2.86it/s]
train: 1%| | 2/391 [00:00<01:42, 3.80it/s]
train: 1%| | 3/391 [00:00<01:31, 4.26it/s]
train: 1%| | 4/391 [00:00<01:25, 4.51it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.96it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.36it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.88it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.01it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.58it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.06it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.96it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.74it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.75it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:15, 2.87it/s]
train: 1%| | 2/391 [00:00<01:41, 3.81it/s]
train: 1%| | 3/391 [00:00<01:30, 4.27it/s]
train: 1%| | 4/391 [00:00<01:25, 4.52it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.96it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.18it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.61it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.82it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.44it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.95it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.89it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.49it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.88it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.15it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.33it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.46it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.69it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.71it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.74it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.89it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.96it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.96it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:39<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.95it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.96it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.96it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.96it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.96it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.96it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.46it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.00it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.10it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.62it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.09it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:15, 2.89it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:41, 4.92it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.94it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.94it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.95it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.95it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.96it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.42it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.93it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.04it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.59it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.07it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.97it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:22, 2.74it/s]
train: 1%| | 2/391 [00:00<01:44, 3.72it/s]
train: 1%| | 3/391 [00:00<01:32, 4.20it/s]
train: 1%| | 4/391 [00:00<01:26, 4.47it/s]
train: 1%|▏ | 5/391 [00:01<01:23, 4.64it/s]
train: 2%|▏ | 6/391 [00:01<01:21, 4.75it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.82it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:18, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.95it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:14, 4.96it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.95it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.96it/s]
train: 9%|▊ | 34/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:15, 4.69it/s]
train: 10%|▉ | 39/391 [00:08<01:13, 4.77it/s]
train: 10%|█ | 40/391 [00:08<01:12, 4.83it/s]
train: 10%|█ | 41/391 [00:08<01:11, 4.86it/s]
train: 11%|█ | 42/391 [00:08<01:11, 4.89it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.92it/s]
train: 11%|█▏ | 44/391 [00:09<01:10, 4.93it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.94it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.95it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.96it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.96it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.96it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.96it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:31<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:01<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:04<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.96it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.96it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.53it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.87it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.99it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.56it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.03it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.94it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.53it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.90it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.16it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.46it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.54it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.59it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.66it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.68it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.69it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.91it/s]
train: 1%| | 2/391 [00:00<01:41, 3.84it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:08, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:39<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.96it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.96it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:10<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.47it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.87it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.00it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.58it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.05it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.96it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.68it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.72it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.91it/s]
train: 1%| | 2/391 [00:00<01:41, 3.85it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.54it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.96it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.96it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.96it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.96it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.96it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.96it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.96it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.96it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.47it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.00it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.10it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.64it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.10it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.74it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.75it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.92it/s]
train: 1%| | 2/391 [00:00<01:41, 3.85it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.97it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:06, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.96it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.96it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.96it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:39<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:10<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.96it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.96it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.46it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.00it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.09it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.64it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.10it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.58it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.64it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.74it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.75it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.77it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:17, 2.84it/s]
train: 1%| | 2/391 [00:00<01:42, 3.79it/s]
train: 1%| | 3/391 [00:00<01:31, 4.25it/s]
train: 1%| | 4/391 [00:00<01:25, 4.51it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.66it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.76it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.96it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.96it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.81it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.02it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.38it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.15it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.76it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.76it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.40it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.82it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.11it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.31it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.44it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.54it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.90it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.96it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.96it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.96it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.96it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.59it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.19it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.23it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.73it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.15it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.03it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.59it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.89it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.96it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.96it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.96it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.96it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:06, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.96it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.96it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.96it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.57it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.19it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.23it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.74it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.16it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.03it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.59it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.96it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.21it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:19, 2.79it/s]
train: 1%| | 2/391 [00:00<01:43, 3.76it/s]
train: 1%| | 3/391 [00:00<01:31, 4.23it/s]
train: 1%| | 4/391 [00:00<01:26, 4.49it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.65it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.76it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.82it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.95it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:08, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:01, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.94it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.43it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.96it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.06it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.62it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.09it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.74it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.89it/s]
train: 1%| | 2/391 [00:00<01:42, 3.80it/s]
train: 1%| | 3/391 [00:00<01:31, 4.26it/s]
train: 1%| | 4/391 [00:00<01:25, 4.51it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.96it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:28<03:03, 1.42it/s]
train: 34%|███▍ | 132/391 [00:28<02:23, 1.80it/s]
train: 34%|███▍ | 133/391 [00:28<01:55, 2.23it/s]
train: 34%|███▍ | 134/391 [00:28<01:36, 2.67it/s]
train: 35%|███▍ | 135/391 [00:29<01:22, 3.10it/s]
train: 35%|███▍ | 136/391 [00:29<01:12, 3.50it/s]
train: 35%|███▌ | 137/391 [00:29<01:06, 3.84it/s]
train: 35%|███▌ | 138/391 [00:29<01:01, 4.12it/s]
train: 36%|███▌ | 139/391 [00:29<00:58, 4.34it/s]
train: 36%|███▌ | 140/391 [00:30<00:55, 4.51it/s]
train: 36%|███▌ | 141/391 [00:30<00:53, 4.64it/s]
train: 36%|███▋ | 142/391 [00:30<00:52, 4.73it/s]
train: 37%|███▋ | 143/391 [00:30<00:51, 4.80it/s]
train: 37%|███▋ | 144/391 [00:30<00:50, 4.85it/s]
train: 37%|███▋ | 145/391 [00:31<00:50, 4.89it/s]
train: 37%|███▋ | 146/391 [00:31<00:49, 4.91it/s]
train: 38%|███▊ | 147/391 [00:31<00:49, 4.93it/s]
train: 38%|███▊ | 148/391 [00:31<00:49, 4.94it/s]
train: 38%|███▊ | 149/391 [00:31<00:48, 4.95it/s]
train: 38%|███▊ | 150/391 [00:32<00:48, 4.96it/s]
train: 39%|███▊ | 151/391 [00:32<00:48, 4.95it/s]
train: 39%|███▉ | 152/391 [00:32<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:32<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:32<00:47, 4.96it/s]
train: 40%|███▉ | 155/391 [00:33<00:47, 4.96it/s]
train: 40%|███▉ | 156/391 [00:33<00:47, 4.96it/s]
train: 40%|████ | 157/391 [00:33<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:33<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:33<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:34<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:34<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:34<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:34<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:34<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:35<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:35<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:35<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:35<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:35<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:36<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:36<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:36<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:36<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:36<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:37<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:37<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:37<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:37<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:37<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:38<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:38<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:38<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:38<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:38<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:39<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:39<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:39<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:39<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:39<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:40<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:40<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:40<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:40<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:40<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:41<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:41<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:41<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:41<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:41<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:42<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:42<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:42<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:42<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:42<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:43<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:43<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:43<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:43<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:43<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:44<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:44<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:44<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:44<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:44<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:45<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:45<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:45<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:45<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:45<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:46<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:46<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:46<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:46<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:46<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:47<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:47<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:47<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:47<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:47<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:48<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:48<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:48<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:48<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:48<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:49<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:49<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:49<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:49<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:49<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:50<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:50<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:50<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:50<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:50<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:51<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:51<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:51<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:51<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:51<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:52<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:52<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:52<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:52<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:52<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:53<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:53<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:53<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:53<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:53<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:54<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:54<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:54<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:54<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:54<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:55<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:55<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:55<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:55<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:55<00:24, 4.96it/s]
train: 69%|██████▉ | 270/391 [00:56<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:56<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:56<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:56<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:56<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:57<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:57<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:57<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:57<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:57<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:58<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:58<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:58<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:58<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:59<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:59<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:59<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:59<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:59<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [01:00<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [01:00<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [01:00<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [01:00<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [01:00<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [01:01<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [01:01<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [01:01<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [01:01<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:01<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:02<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:02<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:02<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:02<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:02<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:03<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:03<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:03<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:03<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:03<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:04<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:04<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:04<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:04<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:04<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:05<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:05<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:05<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:05<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:05<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:06<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:06<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:06<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:06<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:06<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:07<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:07<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:07<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:07<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:07<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:08<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:08<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:08<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:08<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:08<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:09<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:09<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:09<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:09<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:09<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:10<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:10<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:10<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:10<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:10<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:11<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:11<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:11<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:11<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:11<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:12<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:12<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:12<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:12<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:12<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:13<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:13<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:13<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:13<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:13<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:14<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:14<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:14<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:14<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:14<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:15<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:15<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:15<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:15<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:15<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:16<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:16<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:16<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:16<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:16<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:17<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:17<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:17<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:17<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:17<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:18<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:18<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:18<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:18<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:18<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:19<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:19<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:19<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:19<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:19<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:20<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:20<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:20<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.58it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.17it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.21it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.72it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.15it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.03it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.59it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.96it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.21it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:17, 2.84it/s]
train: 1%| | 2/391 [00:00<01:42, 3.79it/s]
train: 1%| | 3/391 [00:00<01:31, 4.25it/s]
train: 1%| | 4/391 [00:00<01:25, 4.51it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.95it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.96it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.96it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.96it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.95it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.96it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.96it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.96it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.96it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.48it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.03it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.11it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.65it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.10it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.91it/s]
train: 1%| | 2/391 [00:00<01:41, 3.84it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.96it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.95it/s]
train: 25%|██▌ | 98/391 [00:19<00:59, 4.96it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.96it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.96it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.95it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.50it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.06it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.15it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.68it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.13it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.01it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.58it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.58it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.68it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.71it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.73it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.74it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.75it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.77it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<03:22, 1.92it/s]
train: 1%| | 2/391 [00:00<02:09, 3.01it/s]
train: 1%| | 3/391 [00:00<01:45, 3.67it/s]
train: 1%| | 4/391 [00:01<01:34, 4.09it/s]
train: 1%|▏ | 5/391 [00:01<01:28, 4.37it/s]
train: 2%|▏ | 6/391 [00:01<01:24, 4.56it/s]
train: 2%|▏ | 7/391 [00:01<01:21, 4.68it/s]
train: 2%|▏ | 8/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 9/391 [00:02<01:19, 4.83it/s]
train: 3%|▎ | 10/391 [00:02<01:18, 4.87it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.90it/s]
train: 3%|▎ | 12/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.93it/s]
train: 4%|▎ | 14/391 [00:03<01:16, 4.95it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.95it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 19/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:05<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:06, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:13<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:15<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:17<01:01, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:19<01:00, 4.96it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:20<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:24<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:27<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:31<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:45<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:46<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:47<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:49<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:50<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:53<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:55<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:56<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:57<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:01<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:04<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:16<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:17<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:18<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.14it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.55it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.77it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.41it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.93it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.87it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.47it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.87it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.15it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.44it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.53it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.76it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.92it/s]
train: 1%| | 2/391 [00:00<01:40, 3.85it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.54it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.97it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:06, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:39<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.96it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:10<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.49it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.06it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.13it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.66it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.11it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:16, 2.87it/s]
train: 1%| | 2/391 [00:00<01:42, 3.81it/s]
train: 1%| | 3/391 [00:00<01:30, 4.27it/s]
train: 1%| | 4/391 [00:00<01:25, 4.52it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.96it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.96it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.96it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.20it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.58it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.80it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.44it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.96it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.89it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.50it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.89it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.16it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.93it/s]
train: 1%| | 2/391 [00:00<01:41, 3.85it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.54it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.96it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.96it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.96it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.96it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.96it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.96it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.96it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.34it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.84it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.99it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.57it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.04it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.95it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.53it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:17, 2.84it/s]
train: 1%| | 2/391 [00:00<01:42, 3.79it/s]
train: 1%| | 3/391 [00:00<01:31, 4.25it/s]
train: 1%| | 4/391 [00:00<01:25, 4.51it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.66it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.76it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:16, 4.93it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.94it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.95it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.96it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.67it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.07it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.13it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.67it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.12it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.01it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.13it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.32it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.46it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:18, 2.81it/s]
train: 1%| | 2/391 [00:00<01:43, 3.77it/s]
train: 1%| | 3/391 [00:00<01:31, 4.24it/s]
train: 1%| | 4/391 [00:00<01:26, 4.50it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.66it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.76it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.96it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.96it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.96it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.96it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.46it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.99it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.09it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.64it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.10it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.58it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.74it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.93it/s]
train: 1%| | 2/391 [00:00<01:40, 3.86it/s]
train: 1%| | 3/391 [00:00<01:30, 4.30it/s]
train: 1%| | 4/391 [00:00<01:25, 4.54it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.69it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:10, 4.91it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.93it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.94it/s]
train: 13%|█▎ | 49/391 [00:10<01:09, 4.95it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.95it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.96it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.96it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.59it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.16it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.21it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.72it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.15it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.03it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.59it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.96it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.21it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.38it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.90it/s]
train: 1%| | 2/391 [00:00<01:41, 3.84it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.95it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.92it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.93it/s]
train: 27%|██▋ | 104/391 [00:21<00:58, 4.94it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.95it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.96it/s]
train: 28%|██▊ | 108/391 [00:21<00:57, 4.96it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.96it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.96it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.96it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.96it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.96it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.96it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.99it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.33it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.62it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.31it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.87it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.84it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.46it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.87it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.15it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:15, 2.89it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.96it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.95it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.96it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.96it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.96it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.96it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.46it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.02it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.10it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.64it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.09it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:15, 2.89it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.96it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.96it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.96it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:07, 4.62it/s]
train: 20%|█▉ | 78/391 [00:15<01:06, 4.72it/s]
train: 20%|██ | 79/391 [00:16<01:05, 4.79it/s]
train: 20%|██ | 80/391 [00:16<01:04, 4.85it/s]
train: 21%|██ | 81/391 [00:16<01:03, 4.87it/s]
train: 21%|██ | 82/391 [00:16<01:03, 4.90it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.92it/s]
train: 21%|██▏ | 84/391 [00:17<01:02, 4.94it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.95it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.95it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.96it/s]
train: 23%|██▎ | 88/391 [00:17<01:01, 4.96it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.96it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:04<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:05<00:14, 4.91it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.93it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.94it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.95it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.96it/s]
train: 84%|████████▎ | 327/391 [01:06<00:12, 4.96it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.96it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.96it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.49it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.97it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.08it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.62it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.08it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.97it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:12, 2.94it/s]
train: 1%| | 2/391 [00:00<01:40, 3.86it/s]
train: 1%| | 3/391 [00:00<01:30, 4.30it/s]
train: 1%| | 4/391 [00:00<01:25, 4.54it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.69it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.96it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.96it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.59it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.20it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.24it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.74it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.16it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.03it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.59it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.96it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.50it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.58it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:15, 2.87it/s]
train: 1%| | 2/391 [00:00<01:41, 3.81it/s]
train: 1%| | 3/391 [00:00<01:30, 4.27it/s]
train: 1%| | 4/391 [00:00<01:25, 4.52it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.96it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.46it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.01it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.10it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.65it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.08it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:11, 2.96it/s]
train: 1%| | 2/391 [00:00<01:40, 3.88it/s]
train: 1%| | 3/391 [00:00<01:30, 4.31it/s]
train: 1%| | 4/391 [00:00<01:25, 4.55it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.69it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.95it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.96it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.94it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.95it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.96it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.96it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.96it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.96it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.46it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.99it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.08it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.63it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.09it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.71it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.73it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.74it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.75it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.77it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.92it/s]
train: 1%| | 2/391 [00:00<01:41, 3.85it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.96it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.96it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:40, 4.95it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.95it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.96it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.96it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.96it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.96it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.96it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.44it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.00it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.10it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.64it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.09it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.58it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:12, 2.94it/s]
train: 1%| | 2/391 [00:00<01:40, 3.87it/s]
train: 1%| | 3/391 [00:00<01:30, 4.30it/s]
train: 1%| | 4/391 [00:00<01:25, 4.54it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.69it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:02, 4.88it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.91it/s]
train: 23%|██▎ | 88/391 [00:17<01:01, 4.93it/s]
train: 23%|██▎ | 89/391 [00:18<01:01, 4.94it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.95it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.94it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.95it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.95it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.96it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.94it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.94it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.95it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.96it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.47it/s]
eval: 5%|▌ | 4/79 [00:00<00:04, 17.45it/s]
eval: 10%|█ | 8/79 [00:00<00:02, 24.01it/s]
eval: 15%|█▌ | 12/79 [00:00<00:02, 27.06it/s]
eval: 20%|██ | 16/79 [00:00<00:02, 28.76it/s]
eval: 25%|██▌ | 20/79 [00:00<00:01, 29.78it/s]
eval: 30%|███ | 24/79 [00:00<00:01, 30.43it/s]
eval: 35%|███▌ | 28/79 [00:01<00:01, 30.83it/s]
eval: 41%|████ | 32/79 [00:01<00:01, 31.09it/s]
eval: 46%|████▌ | 36/79 [00:01<00:01, 31.30it/s]
eval: 51%|█████ | 40/79 [00:01<00:01, 31.44it/s]
eval: 56%|█████▌ | 44/79 [00:01<00:01, 31.55it/s]
eval: 61%|██████ | 48/79 [00:01<00:00, 31.61it/s]
eval: 66%|██████▌ | 52/79 [00:01<00:00, 31.65it/s]
eval: 71%|███████ | 56/79 [00:01<00:00, 31.68it/s]
eval: 76%|███████▌ | 60/79 [00:02<00:00, 31.71it/s]
eval: 81%|████████ | 64/79 [00:02<00:00, 31.73it/s]
eval: 86%|████████▌ | 68/79 [00:02<00:00, 31.74it/s]
eval: 91%|█████████ | 72/79 [00:02<00:00, 31.75it/s]
eval: 96%|█████████▌| 76/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:20, 2.78it/s]
train: 1%| | 2/391 [00:00<01:43, 3.75it/s]
train: 1%| | 3/391 [00:00<01:31, 4.22it/s]
train: 1%| | 4/391 [00:00<01:26, 4.49it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.65it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.75it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.82it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:01, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.95it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.96it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.96it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:07<00:12, 4.90it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.92it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.94it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.95it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.95it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.96it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.35it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.82it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.97it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.56it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.04it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.95it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.53it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:22, 2.74it/s]
train: 1%| | 2/391 [00:00<01:44, 3.72it/s]
train: 1%| | 3/391 [00:00<01:32, 4.20it/s]
train: 1%| | 4/391 [00:00<01:26, 4.48it/s]
train: 1%|▏ | 5/391 [00:01<01:23, 4.64it/s]
train: 2%|▏ | 6/391 [00:01<01:21, 4.75it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.82it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:07, 4.67it/s]
train: 20%|█▉ | 78/391 [00:15<01:05, 4.76it/s]
train: 20%|██ | 79/391 [00:16<01:04, 4.82it/s]
train: 20%|██ | 80/391 [00:16<01:03, 4.86it/s]
train: 21%|██ | 81/391 [00:16<01:03, 4.89it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.91it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.93it/s]
train: 21%|██▏ | 84/391 [00:17<01:02, 4.94it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.95it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.96it/s]
train: 23%|██▎ | 88/391 [00:17<01:01, 4.96it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:31<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.96it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.96it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:04<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.35it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.80it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.95it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.54it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.02it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.93it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.52it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.90it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.90it/s]
train: 1%| | 2/391 [00:00<01:41, 3.84it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.96it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.96it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.96it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.96it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.93it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.94it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.95it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.95it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.96it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.96it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.24it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.64it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.84it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.47it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.98it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.91it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.51it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.90it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.90it/s]
train: 1%| | 2/391 [00:00<01:41, 3.84it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.96it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.96it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.96it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.96it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.88it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.90it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.92it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.94it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.95it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.95it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.96it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.96it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.52it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.06it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.14it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.67it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.11it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.00it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:15, 2.89it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.96it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.96it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.96it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.96it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.96it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.96it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.96it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.96it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.96it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.27it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.73it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.91it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.51it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.01it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.93it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.52it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.91it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.46it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:16, 2.85it/s]
train: 1%| | 2/391 [00:00<01:42, 3.79it/s]
train: 1%| | 3/391 [00:00<01:31, 4.25it/s]
train: 1%| | 4/391 [00:00<01:25, 4.51it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.66it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.76it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.94it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.95it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.96it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.96it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.93it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.94it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.94it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.95it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.96it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.96it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.40it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.93it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.04it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.60it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.07it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.97it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.89it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.96it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.96it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.96it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.96it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.96it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.51it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.07it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.14it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.66it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.11it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.90it/s]
train: 1%| | 2/391 [00:00<01:41, 3.84it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:06, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:01, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.96it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.96it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:10<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.46it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.97it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.06it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.62it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.07it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.96it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.90it/s]
train: 1%| | 2/391 [00:00<01:41, 3.84it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:15, 4.94it/s]
train: 5%|▌ | 20/391 [00:04<01:15, 4.95it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.94it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.95it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:14, 4.96it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.94it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.95it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.96it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.96it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.96it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.96it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.96it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.92it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.94it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.94it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.95it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.95it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.95it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.60it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.15it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.19it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.70it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.14it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.02it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.59it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.96it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.21it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.38it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.50it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.58it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.74it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.75it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:12, 2.94it/s]
train: 1%| | 2/391 [00:00<01:40, 3.86it/s]
train: 1%| | 3/391 [00:00<01:30, 4.30it/s]
train: 1%| | 4/391 [00:00<01:25, 4.54it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.69it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:06, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:39<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.96it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:10<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.35it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.83it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.98it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.56it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.03it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.95it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.53it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.91it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:12, 2.94it/s]
train: 1%| | 2/391 [00:00<01:40, 3.86it/s]
train: 1%| | 3/391 [00:00<01:30, 4.30it/s]
train: 1%| | 4/391 [00:00<01:25, 4.54it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.69it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:06, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:59, 4.93it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.94it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.95it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.95it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.95it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.96it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.51it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.08it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.15it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.67it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.12it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.01it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.15it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.31it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.43it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.53it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.61it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.90it/s]
train: 1%| | 2/391 [00:00<01:41, 3.84it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:06, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.96it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.56it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.04it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.12it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.65it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.10it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.91it/s]
train: 1%| | 2/391 [00:00<01:41, 3.84it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.96it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.96it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.96it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.96it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.48it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.02it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.11it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.65it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.11it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.00it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.74it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.75it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:12, 2.94it/s]
train: 1%| | 2/391 [00:00<01:40, 3.86it/s]
train: 1%| | 3/391 [00:00<01:30, 4.30it/s]
train: 1%| | 4/391 [00:00<01:25, 4.54it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.69it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.94it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.95it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.96it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.96it/s]
train: 23%|██▎ | 88/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.95it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.96it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.96it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.94it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.96it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.48it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.01it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.09it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.62it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.07it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.96it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.53it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:19, 2.79it/s]
train: 1%| | 2/391 [00:00<01:43, 3.76it/s]
train: 1%| | 3/391 [00:00<01:31, 4.23it/s]
train: 1%| | 4/391 [00:00<01:26, 4.49it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.65it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.76it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.82it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:09, 4.87it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.90it/s]
train: 14%|█▍ | 54/391 [00:11<01:08, 4.92it/s]
train: 14%|█▍ | 55/391 [00:11<01:08, 4.94it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.95it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.95it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.96it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.96it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.96it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.96it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:24, 4.94it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.95it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.95it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.96it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.54it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.10it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.17it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.69it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.11it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.89it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.96it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.92it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.93it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.94it/s]
train: 43%|████▎ | 168/391 [00:33<00:45, 4.95it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.96it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.96it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.96it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.96it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.96it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.96it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.00it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.34it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.62it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.30it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.86it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.82it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.45it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.86it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.14it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.33it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.46it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:15, 2.88it/s]
train: 1%| | 2/391 [00:00<01:41, 3.82it/s]
train: 1%| | 3/391 [00:00<01:30, 4.27it/s]
train: 1%| | 4/391 [00:00<01:25, 4.52it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.96it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.96it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.96it/s]
train: 23%|██▎ | 88/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.93it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.94it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.95it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.95it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.95it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.32it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.83it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.96it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.56it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.04it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.95it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.74it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.75it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.77it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:17, 2.83it/s]
train: 1%| | 2/391 [00:00<01:43, 3.77it/s]
train: 1%| | 3/391 [00:00<01:31, 4.24it/s]
train: 1%| | 4/391 [00:00<01:25, 4.50it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.66it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.76it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.91it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.95it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.96it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.96it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.96it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.47it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.01it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.10it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.65it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.10it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.00it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.21it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.38it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.58it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.64it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.74it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.75it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.77it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:16, 2.86it/s]
train: 1%| | 2/391 [00:00<01:42, 3.80it/s]
train: 1%| | 3/391 [00:00<01:31, 4.26it/s]
train: 1%| | 4/391 [00:00<01:25, 4.51it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.96it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.96it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.96it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.96it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 247/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.95it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.95it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.96it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.96it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.53it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.09it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.16it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.69it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.13it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.01it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.38it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.58it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.64it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.68it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.90it/s]
train: 1%| | 2/391 [00:00<01:41, 3.84it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.96it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.96it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.96it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.96it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.96it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.96it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.56it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.10it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.17it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.69it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.12it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.00it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.91it/s]
train: 1%| | 2/391 [00:00<01:41, 3.85it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.96it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.15it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.50it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.74it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.39it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.92it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.87it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.48it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.88it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.15it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.89it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.96it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.96it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.96it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.96it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:23, 4.79it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.84it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.87it/s]
train: 72%|███████▏ | 282/391 [00:56<00:22, 4.90it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.92it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.94it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.95it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.95it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.96it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.96it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.96it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.56it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.14it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.19it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.70it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.14it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.01it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.90it/s]
train: 1%| | 2/391 [00:00<01:41, 3.84it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.95it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.96it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.54it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.00it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.09it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.63it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.08it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.92it/s]
train: 1%| | 2/391 [00:00<01:41, 3.85it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.96it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.96it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.96it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:27, 4.96it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.96it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.49it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.05it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.13it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.66it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.10it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:15, 2.89it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.96it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:59, 4.90it/s]
train: 25%|██▌ | 99/391 [00:20<00:59, 4.92it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.93it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.94it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.95it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.95it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.59it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.15it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.20it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.71it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.14it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.01it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.54it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.67it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.71it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.70it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.74it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:15, 2.89it/s]
train: 1%| | 2/391 [00:00<01:41, 3.82it/s]
train: 1%| | 3/391 [00:00<01:30, 4.27it/s]
train: 1%| | 4/391 [00:00<01:25, 4.52it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.96it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.53it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.12it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.18it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.70it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.13it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.01it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.58it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.38it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.58it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.92it/s]
train: 1%| | 2/391 [00:00<01:40, 3.85it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.54it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.96it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.96it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.96it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.96it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.96it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.92it/s]
train: 73%|███████▎ | 287/391 [00:57<00:21, 4.94it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.95it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.96it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.96it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.96it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.37it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.88it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.01it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.59it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.06it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.97it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.91it/s]
train: 1%| | 2/391 [00:00<01:41, 3.85it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.96it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.96it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:39<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:10<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.96it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.93it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.94it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.95it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.95it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.96it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.96it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.96it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.49it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.04it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.12it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.66it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.11it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.90it/s]
train: 1%| | 2/391 [00:00<01:41, 3.84it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.96it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.96it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.38it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.89it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.02it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.59it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.06it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.96it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:15, 2.88it/s]
train: 1%| | 2/391 [00:00<01:41, 3.82it/s]
train: 1%| | 3/391 [00:00<01:30, 4.27it/s]
train: 1%| | 4/391 [00:00<01:25, 4.52it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:06, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.96it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.96it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.95it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.96it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 165/391 [00:33<00:48, 4.67it/s]
train: 42%|████▏ | 166/391 [00:33<00:47, 4.76it/s]
train: 43%|████▎ | 167/391 [00:33<00:46, 4.82it/s]
train: 43%|████▎ | 168/391 [00:34<00:45, 4.86it/s]
train: 43%|████▎ | 169/391 [00:34<00:45, 4.89it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.92it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.93it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.94it/s]
train: 44%|████▍ | 173/391 [00:35<00:44, 4.95it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.96it/s]
train: 46%|████▌ | 178/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.95it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:04<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.29it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.76it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.93it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.52it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.01it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.93it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.51it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.90it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.93it/s]
train: 1%| | 2/391 [00:00<01:40, 3.86it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.54it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.95it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.96it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.96it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:39<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:10<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.96it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.52it/s]
eval: 5%|▌ | 4/79 [00:00<00:04, 17.31it/s]
eval: 10%|█ | 8/79 [00:00<00:02, 23.92it/s]
eval: 15%|█▌ | 12/79 [00:00<00:02, 27.01it/s]
eval: 20%|██ | 16/79 [00:00<00:02, 28.73it/s]
eval: 25%|██▌ | 20/79 [00:00<00:01, 29.76it/s]
eval: 30%|███ | 24/79 [00:00<00:01, 30.42it/s]
eval: 35%|███▌ | 28/79 [00:01<00:01, 30.85it/s]
eval: 41%|████ | 32/79 [00:01<00:01, 31.13it/s]
eval: 46%|████▌ | 36/79 [00:01<00:01, 31.33it/s]
eval: 51%|█████ | 40/79 [00:01<00:01, 31.47it/s]
eval: 56%|█████▌ | 44/79 [00:01<00:01, 31.55it/s]
eval: 61%|██████ | 48/79 [00:01<00:00, 31.61it/s]
eval: 66%|██████▌ | 52/79 [00:01<00:00, 31.66it/s]
eval: 71%|███████ | 56/79 [00:01<00:00, 31.69it/s]
eval: 76%|███████▌ | 60/79 [00:02<00:00, 31.72it/s]
eval: 81%|████████ | 64/79 [00:02<00:00, 31.73it/s]
eval: 86%|████████▌ | 68/79 [00:02<00:00, 31.74it/s]
eval: 91%|█████████ | 72/79 [00:02<00:00, 31.75it/s]
eval: 96%|█████████▌| 76/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:16, 2.85it/s]
train: 1%| | 2/391 [00:00<01:42, 3.80it/s]
train: 1%| | 3/391 [00:00<01:31, 4.26it/s]
train: 1%| | 4/391 [00:00<01:25, 4.51it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.96it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:54, 4.96it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.96it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.41it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.93it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.05it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.61it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.07it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.97it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:24, 2.70it/s]
train: 1%| | 2/391 [00:00<01:45, 3.68it/s]
train: 1%| | 3/391 [00:00<01:32, 4.18it/s]
train: 1%| | 4/391 [00:00<01:26, 4.46it/s]
train: 1%|▏ | 5/391 [00:01<01:23, 4.63it/s]
train: 2%|▏ | 6/391 [00:01<01:21, 4.74it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.81it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.86it/s]
train: 2%|▏ | 9/391 [00:01<01:18, 4.89it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.95it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:05<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.96it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.96it/s]
train: 35%|███▌ | 138/391 [00:27<00:51, 4.96it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.96it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.96it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.96it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.96it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.96it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.45it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.96it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.06it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.61it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.07it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.98it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.90it/s]
train: 1%| | 2/391 [00:00<01:41, 3.84it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.94it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.95it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.95it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.96it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.96it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.96it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.96it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.96it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.96it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.95it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.95it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.95it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.21it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.52it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.24it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.82it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.80it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.42it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.85it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.13it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.33it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.45it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.54it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.91it/s]
train: 1%| | 2/391 [00:00<01:41, 3.85it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.54it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.95it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.96it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.96it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.94it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.95it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.95it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.94it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.55it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.01it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.10it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.63it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.09it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.89it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.95it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.96it/s]
train: 30%|███ | 118/391 [00:23<00:55, 4.96it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.96it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.96it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.96it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.96it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.55it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.13it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.19it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.71it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.14it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.03it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.59it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.96it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.21it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.38it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.50it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.58it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.64it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.68it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.71it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.73it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.74it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.75it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.77it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:15, 2.88it/s]
train: 1%| | 2/391 [00:00<01:41, 3.82it/s]
train: 1%| | 3/391 [00:00<01:30, 4.27it/s]
train: 1%| | 4/391 [00:00<01:25, 4.52it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:18, 4.89it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.91it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.94it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.95it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:06, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.96it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.96it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.96it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.96it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.94it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.95it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.95it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.95it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.17it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.58it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.79it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.44it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.95it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.88it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.48it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.88it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.16it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.46it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.70it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.92it/s]
train: 1%| | 2/391 [00:00<01:41, 3.85it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.54it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.96it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.96it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.95it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.96it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.96it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.96it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.53it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.07it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.15it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.68it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.12it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.01it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.91it/s]
train: 1%| | 2/391 [00:00<01:41, 3.85it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.96it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 247/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.94it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.95it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.95it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.50it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.07it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.14it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.66it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.10it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.97it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.70it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.91it/s]
train: 1%| | 2/391 [00:00<01:41, 3.84it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:39<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.96it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.96it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.36it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.86it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.99it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.57it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.05it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.95it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.53it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.91it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:16, 2.85it/s]
train: 1%| | 2/391 [00:00<01:42, 3.80it/s]
train: 1%| | 3/391 [00:00<01:31, 4.26it/s]
train: 1%| | 4/391 [00:00<01:25, 4.51it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:06, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.96it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.96it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.96it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.96it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.96it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.94it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.94it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.95it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.96it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.95it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.44it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.96it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.05it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.61it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.07it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.96it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.91it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.96it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.96it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.96it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.52it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.07it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.15it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.67it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.12it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.00it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.91it/s]
train: 1%| | 2/391 [00:00<01:41, 3.85it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.96it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.96it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.29it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.55it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.76it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.40it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.93it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.88it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.48it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.89it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.15it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.46it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.72it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.91it/s]
train: 1%| | 2/391 [00:00<01:41, 3.84it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.96it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:39<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.96it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:10<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.60it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.28it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.74it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.91it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.52it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.01it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.93it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.52it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.91it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.90it/s]
train: 1%| | 2/391 [00:00<01:41, 3.84it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.96it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.96it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.96it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.96it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.96it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.96it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.96it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.96it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.96it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.96it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.40it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.92it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.04it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.60it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.07it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.96it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.90it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:06, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.94it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.94it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.95it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.95it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 247/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.93it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.21it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.52it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.24it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.82it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.79it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.43it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.84it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.13it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.32it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.45it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.54it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.60it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.65it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:16, 2.86it/s]
train: 1%| | 2/391 [00:00<01:42, 3.81it/s]
train: 1%| | 3/391 [00:00<01:30, 4.26it/s]
train: 1%| | 4/391 [00:00<01:25, 4.52it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.96it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.96it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:52, 4.94it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.95it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.95it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.96it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.96it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.96it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.96it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.96it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.96it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.52it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.09it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.16it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.68it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.12it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.00it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.91it/s]
train: 1%| | 2/391 [00:00<01:41, 3.84it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.96it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.96it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:06, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.96it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.96it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.95it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.95it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.96it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.96it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.96it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.96it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.96it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.36it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.87it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.01it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.58it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.05it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.95it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.91it/s]
train: 1%| | 2/391 [00:00<01:41, 3.84it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.94it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.94it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.95it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.96it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.96it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.96it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.96it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.96it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.31it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.75it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.92it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.52it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.01it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.93it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.52it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.90it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:12, 2.94it/s]
train: 1%| | 2/391 [00:00<01:40, 3.86it/s]
train: 1%| | 3/391 [00:00<01:30, 4.30it/s]
train: 1%| | 4/391 [00:00<01:25, 4.54it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.69it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.92it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.93it/s]
train: 29%|██▉ | 113/391 [00:22<00:56, 4.94it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.95it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.95it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.96it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.96it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.96it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.96it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.48it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.03it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.12it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.66it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.11it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:21, 2.76it/s]
train: 1%| | 2/391 [00:00<01:44, 3.74it/s]
train: 1%| | 3/391 [00:00<01:32, 4.21it/s]
train: 1%| | 4/391 [00:00<01:26, 4.48it/s]
train: 1%|▏ | 5/391 [00:01<01:23, 4.64it/s]
train: 2%|▏ | 6/391 [00:01<01:21, 4.75it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.82it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.86it/s]
train: 2%|▏ | 9/391 [00:01<01:18, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.95it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.96it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:18, 4.93it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.94it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.95it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.96it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.96it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.96it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.96it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.96it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.40it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.90it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.03it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.59it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.05it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.95it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.52it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.90it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.91it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.97it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.96it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.94it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.95it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.96it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.96it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.31it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.79it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.94it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.53it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.02it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.93it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.52it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.91it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:22, 2.74it/s]
train: 1%| | 2/391 [00:00<01:44, 3.72it/s]
train: 1%| | 3/391 [00:00<01:32, 4.20it/s]
train: 1%| | 4/391 [00:00<01:26, 4.47it/s]
train: 1%|▏ | 5/391 [00:01<01:23, 4.64it/s]
train: 2%|▏ | 6/391 [00:01<01:21, 4.75it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.82it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.87it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.90it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:06, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.96it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.96it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.96it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.96it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.96it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.96it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.38it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.86it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.98it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.56it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.03it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.94it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.53it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.89it/s]
train: 1%| | 2/391 [00:00<01:41, 3.83it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.97it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:08, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:06, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:39<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:10<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:11<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.96it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.33it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.80it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.95it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.54it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.03it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.94it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.52it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.91it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.90it/s]
train: 1%| | 2/391 [00:00<01:41, 3.84it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.96it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.96it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.96it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.34it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.81it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.96it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.55it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.03it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.94it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.53it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.92it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.72it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.90it/s]
train: 1%| | 2/391 [00:00<01:46, 3.65it/s]
train: 1%| | 3/391 [00:00<01:33, 4.15it/s]
train: 1%| | 4/391 [00:00<01:27, 4.44it/s]
train: 1%|▏ | 5/391 [00:01<01:23, 4.62it/s]
train: 2%|▏ | 6/391 [00:01<01:21, 4.73it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.81it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.86it/s]
train: 2%|▏ | 9/391 [00:01<01:18, 4.89it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.95it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.96it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.96it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.96it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.95it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:20, 3.88it/s]
train: 80%|███████▉ | 311/391 [01:02<00:19, 4.14it/s]
train: 80%|███████▉ | 312/391 [01:03<00:18, 4.36it/s]
train: 80%|████████ | 313/391 [01:03<00:17, 4.53it/s]
train: 80%|████████ | 314/391 [01:03<00:16, 4.65it/s]
train: 81%|████████ | 315/391 [01:03<00:16, 4.74it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.81it/s]
train: 81%|████████ | 317/391 [01:04<00:15, 4.86it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.89it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.91it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.93it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.94it/s]
train: 82%|████████▏ | 322/391 [01:05<00:13, 4.95it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.95it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.96it/s]
train: 84%|████████▎ | 327/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:08<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:09<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:10<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:11<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:12<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:13<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▎| 366/391 [01:14<00:05, 4.96it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.96it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:15<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:16<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:17<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:18<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.96it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:19<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.41it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.92it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.03it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.60it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.07it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.97it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.54it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.93it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.35it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.55it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.61it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.68it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.68it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.70it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.73it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.91it/s]
train: 1%| | 2/391 [00:00<01:41, 3.85it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.77it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:06, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:39<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:27, 4.96it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.96it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.96it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:10<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.49it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.06it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.13it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.66it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.10it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.57it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.19it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.74it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:47, 2.33it/s]
train: 1%| | 2/391 [00:00<01:54, 3.39it/s]
train: 1%| | 3/391 [00:00<01:37, 3.96it/s]
train: 1%| | 4/391 [00:01<01:29, 4.31it/s]
train: 1%|▏ | 5/391 [00:01<01:25, 4.52it/s]
train: 2%|▏ | 6/391 [00:01<01:22, 4.67it/s]
train: 2%|▏ | 7/391 [00:01<01:20, 4.76it/s]
train: 2%|▏ | 8/391 [00:01<01:19, 4.83it/s]
train: 2%|▏ | 9/391 [00:02<01:18, 4.87it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.90it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.91it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.93it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.94it/s]
train: 4%|▎ | 14/391 [00:03<01:16, 4.95it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:05<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.96it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.95it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:27<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:31<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:01<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:04<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.97it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.04it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.37it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.64it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.33it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.89it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.85it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.47it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.87it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.15it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:12, 2.94it/s]
train: 1%| | 2/391 [00:00<01:40, 3.86it/s]
train: 1%| | 3/391 [00:00<01:30, 4.30it/s]
train: 1%| | 4/391 [00:00<01:25, 4.54it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.69it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.95it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.97it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.96it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.96it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:06, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.97it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.97it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.97it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:39<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:40<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.97it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.97it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:10<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:11<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.23it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.69it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.87it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.49it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 28.98it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.91it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.50it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.89it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.75it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:14, 2.90it/s]
train: 1%| | 2/391 [00:00<01:41, 3.84it/s]
train: 1%| | 3/391 [00:00<01:30, 4.28it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.97it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.96it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.96it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.96it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.96it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.96it/s]
train: 23%|██▎ | 88/391 [00:17<01:01, 4.96it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.96it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.96it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.96it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.96it/s]
train: 28%|██▊ | 108/391 [00:21<00:57, 4.96it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.96it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.96it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.96it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:54, 4.96it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.96it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.96it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.96it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.96it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.96it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.96it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.96it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.96it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.96it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.96it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.96it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.96it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.96it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.96it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.96it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.96it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.95it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.95it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.96it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.96it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.96it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.96it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.96it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.96it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.96it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.96it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.96it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.96it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.96it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.96it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.96it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.96it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.96it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.96it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.46it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.97it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.07it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.63it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.09it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.56it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.74it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.75it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.78it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.91it/s]
train: 1%| | 2/391 [00:00<01:41, 3.84it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.53it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.97it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.97it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.96it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.96it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.96it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:32, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.96it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.26it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.69it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 24.88it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.50it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.00it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.92it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.51it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.91it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.18it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.36it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.48it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.67it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.70it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.76it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.79it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:12, 2.94it/s]
train: 1%| | 2/391 [00:00<01:40, 3.87it/s]
train: 1%| | 3/391 [00:00<01:30, 4.30it/s]
train: 1%| | 4/391 [00:00<01:25, 4.54it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.69it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.95it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.97it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.97it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.97it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.97it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.97it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.97it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.97it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.97it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.97it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.97it/s]
train: 17%|█▋ | 68/391 [00:13<01:04, 4.97it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.97it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.96it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.97it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:02, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.97it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.97it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:00, 4.97it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.97it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.97it/s]
train: 24%|██▍ | 93/391 [00:18<00:59, 4.97it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.97it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.97it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.97it/s]
train: 25%|██▌ | 98/391 [00:19<00:58, 4.97it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.97it/s]
train: 26%|██▋ | 103/391 [00:20<00:57, 4.97it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.97it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:55, 4.97it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.97it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.97it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.97it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.97it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.97it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.97it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.97it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.97it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.97it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.97it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.97it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.97it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.97it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.97it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.97it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.97it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.97it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.97it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.97it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:36<00:41, 4.97it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.97it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:37<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 193/391 [00:38<00:39, 4.97it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:39<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.97it/s]
train: 52%|█████▏ | 203/391 [00:40<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.97it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.97it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.97it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.97it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:30, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.97it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:27, 4.97it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.97it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.97it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:25, 4.97it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.97it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.97it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.97it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.97it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.97it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.97it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.97it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.97it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.97it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.97it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.97it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.97it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.97it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:04<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.97it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:05<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:06<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.97it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:07<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:08<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:09<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:10<00:07, 4.97it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:11<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.97it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.97it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.97it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.97it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.97it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.61it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.22it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.25it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.75it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.17it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 30.03it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.59it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.95it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.47it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.56it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.62it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.71it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.73it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.74it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:13, 2.92it/s]
train: 1%| | 2/391 [00:00<01:40, 3.85it/s]
train: 1%| | 3/391 [00:00<01:30, 4.29it/s]
train: 1%| | 4/391 [00:00<01:25, 4.54it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.68it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.97it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.97it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.97it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.96it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.97it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.97it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.96it/s]
train: 11%|█▏ | 44/391 [00:08<01:09, 4.97it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.97it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.97it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.96it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.96it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.96it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.96it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.97it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.96it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.96it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.96it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.96it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.96it/s]
train: 23%|██▎ | 88/391 [00:17<01:01, 4.96it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.96it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.96it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.96it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.96it/s]
train: 25%|██▌ | 98/391 [00:19<00:59, 4.96it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.96it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.96it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.96it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.96it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:54, 4.96it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.96it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.96it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.96it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.96it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.96it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.96it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.97it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.97it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.97it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.97it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.97it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.97it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.96it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.97it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.96it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.97it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.96it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.96it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.96it/s]
train: 46%|████▌ | 178/391 [00:35<00:42, 4.97it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.97it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.97it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.96it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.97it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.97it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.97it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.97it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.97it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.97it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.97it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.97it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.97it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.97it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.97it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.97it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.96it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.96it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.97it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.97it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.97it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.97it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.97it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.96it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 247/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.96it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.96it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.97it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.96it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.96it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.96it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.97it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.97it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.97it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.97it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.96it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.96it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.96it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.96it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.97it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.97it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.97it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.97it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.96it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.96it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.96it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:02<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 317/391 [01:03<00:14, 4.96it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.96it/s]
train: 84%|████████▎ | 327/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.96it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.97it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.97it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.97it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.97it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.97it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.97it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.97it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.96it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.96it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:11, 6.58it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 20.17it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.21it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.71it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.13it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.99it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.55it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.94it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.20it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.37it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.49it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.57it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.63it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.66it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.69it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.72it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.73it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.74it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.75it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.77it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<02:12, 2.94it/s]
train: 1%| | 2/391 [00:00<01:40, 3.86it/s]
train: 1%| | 3/391 [00:00<01:30, 4.30it/s]
train: 1%| | 4/391 [00:00<01:25, 4.54it/s]
train: 1%|▏ | 5/391 [00:01<01:22, 4.69it/s]
train: 2%|▏ | 6/391 [00:01<01:20, 4.78it/s]
train: 2%|▏ | 7/391 [00:01<01:19, 4.84it/s]
train: 2%|▏ | 8/391 [00:01<01:18, 4.88it/s]
train: 2%|▏ | 9/391 [00:01<01:17, 4.91it/s]
train: 3%|▎ | 10/391 [00:02<01:17, 4.92it/s]
train: 3%|▎ | 11/391 [00:02<01:17, 4.93it/s]
train: 3%|▎ | 12/391 [00:02<01:16, 4.94it/s]
train: 3%|▎ | 13/391 [00:02<01:16, 4.95it/s]
train: 4%|▎ | 14/391 [00:02<01:16, 4.96it/s]
train: 4%|▍ | 15/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 16/391 [00:03<01:15, 4.96it/s]
train: 4%|▍ | 17/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 18/391 [00:03<01:15, 4.96it/s]
train: 5%|▍ | 19/391 [00:03<01:14, 4.97it/s]
train: 5%|▌ | 20/391 [00:04<01:14, 4.97it/s]
train: 5%|▌ | 21/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 22/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 23/391 [00:04<01:14, 4.96it/s]
train: 6%|▌ | 24/391 [00:04<01:13, 4.96it/s]
train: 6%|▋ | 25/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 26/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 27/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 28/391 [00:05<01:13, 4.97it/s]
train: 7%|▋ | 29/391 [00:05<01:12, 4.97it/s]
train: 8%|▊ | 30/391 [00:06<01:12, 4.97it/s]
train: 8%|▊ | 31/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 32/391 [00:06<01:12, 4.96it/s]
train: 8%|▊ | 33/391 [00:06<01:12, 4.96it/s]
train: 9%|▊ | 34/391 [00:06<01:11, 4.96it/s]
train: 9%|▉ | 35/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 36/391 [00:07<01:11, 4.96it/s]
train: 9%|▉ | 37/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 38/391 [00:07<01:11, 4.97it/s]
train: 10%|▉ | 39/391 [00:07<01:10, 4.96it/s]
train: 10%|█ | 40/391 [00:08<01:10, 4.97it/s]
train: 10%|█ | 41/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 42/391 [00:08<01:10, 4.96it/s]
train: 11%|█ | 43/391 [00:08<01:10, 4.96it/s]
train: 11%|█▏ | 44/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 45/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 46/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 47/391 [00:09<01:09, 4.96it/s]
train: 12%|█▏ | 48/391 [00:09<01:09, 4.96it/s]
train: 13%|█▎ | 49/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 50/391 [00:10<01:08, 4.97it/s]
train: 13%|█▎ | 51/391 [00:10<01:08, 4.96it/s]
train: 13%|█▎ | 52/391 [00:10<01:08, 4.96it/s]
train: 14%|█▎ | 53/391 [00:10<01:08, 4.96it/s]
train: 14%|█▍ | 54/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 55/391 [00:11<01:07, 4.96it/s]
train: 14%|█▍ | 56/391 [00:11<01:07, 4.96it/s]
train: 15%|█▍ | 57/391 [00:11<01:07, 4.96it/s]
train: 15%|█▍ | 58/391 [00:11<01:07, 4.96it/s]
train: 15%|█▌ | 59/391 [00:12<01:06, 4.96it/s]
train: 15%|█▌ | 60/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 61/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 62/391 [00:12<01:06, 4.96it/s]
train: 16%|█▌ | 63/391 [00:12<01:06, 4.96it/s]
train: 16%|█▋ | 64/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 65/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 66/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 67/391 [00:13<01:05, 4.96it/s]
train: 17%|█▋ | 68/391 [00:13<01:05, 4.96it/s]
train: 18%|█▊ | 69/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 70/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 71/391 [00:14<01:04, 4.96it/s]
train: 18%|█▊ | 72/391 [00:14<01:04, 4.96it/s]
train: 19%|█▊ | 73/391 [00:14<01:04, 4.96it/s]
train: 19%|█▉ | 74/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 75/391 [00:15<01:03, 4.96it/s]
train: 19%|█▉ | 76/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 77/391 [00:15<01:03, 4.97it/s]
train: 20%|█▉ | 78/391 [00:15<01:03, 4.97it/s]
train: 20%|██ | 79/391 [00:16<01:02, 4.97it/s]
train: 20%|██ | 80/391 [00:16<01:02, 4.97it/s]
train: 21%|██ | 81/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 82/391 [00:16<01:02, 4.96it/s]
train: 21%|██ | 83/391 [00:16<01:02, 4.96it/s]
train: 21%|██▏ | 84/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 85/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 86/391 [00:17<01:01, 4.96it/s]
train: 22%|██▏ | 87/391 [00:17<01:01, 4.97it/s]
train: 23%|██▎ | 88/391 [00:17<01:01, 4.96it/s]
train: 23%|██▎ | 89/391 [00:18<01:00, 4.96it/s]
train: 23%|██▎ | 90/391 [00:18<01:00, 4.96it/s]
train: 23%|██▎ | 91/391 [00:18<01:00, 4.96it/s]
train: 24%|██▎ | 92/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 93/391 [00:18<01:00, 4.96it/s]
train: 24%|██▍ | 94/391 [00:19<00:59, 4.96it/s]
train: 24%|██▍ | 95/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 96/391 [00:19<00:59, 4.96it/s]
train: 25%|██▍ | 97/391 [00:19<00:59, 4.96it/s]
train: 25%|██▌ | 98/391 [00:19<00:59, 4.96it/s]
train: 25%|██▌ | 99/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 100/391 [00:20<00:58, 4.97it/s]
train: 26%|██▌ | 101/391 [00:20<00:58, 4.96it/s]
train: 26%|██▌ | 102/391 [00:20<00:58, 4.96it/s]
train: 26%|██▋ | 103/391 [00:20<00:58, 4.96it/s]
train: 27%|██▋ | 104/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 105/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 106/391 [00:21<00:57, 4.96it/s]
train: 27%|██▋ | 107/391 [00:21<00:57, 4.97it/s]
train: 28%|██▊ | 108/391 [00:21<00:56, 4.97it/s]
train: 28%|██▊ | 109/391 [00:22<00:56, 4.96it/s]
train: 28%|██▊ | 110/391 [00:22<00:56, 4.97it/s]
train: 28%|██▊ | 111/391 [00:22<00:56, 4.96it/s]
train: 29%|██▊ | 112/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 113/391 [00:22<00:56, 4.96it/s]
train: 29%|██▉ | 114/391 [00:23<00:55, 4.96it/s]
train: 29%|██▉ | 115/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 116/391 [00:23<00:55, 4.96it/s]
train: 30%|██▉ | 117/391 [00:23<00:55, 4.96it/s]
train: 30%|███ | 118/391 [00:23<00:54, 4.96it/s]
train: 30%|███ | 119/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 120/391 [00:24<00:54, 4.97it/s]
train: 31%|███ | 121/391 [00:24<00:54, 4.96it/s]
train: 31%|███ | 122/391 [00:24<00:54, 4.96it/s]
train: 31%|███▏ | 123/391 [00:24<00:53, 4.96it/s]
train: 32%|███▏ | 124/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 125/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 126/391 [00:25<00:53, 4.96it/s]
train: 32%|███▏ | 127/391 [00:25<00:53, 4.97it/s]
train: 33%|███▎ | 128/391 [00:25<00:52, 4.97it/s]
train: 33%|███▎ | 129/391 [00:26<00:52, 4.97it/s]
train: 33%|███▎ | 130/391 [00:26<00:52, 4.97it/s]
train: 34%|███▎ | 131/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 132/391 [00:26<00:52, 4.96it/s]
train: 34%|███▍ | 133/391 [00:26<00:51, 4.96it/s]
train: 34%|███▍ | 134/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 135/391 [00:27<00:51, 4.97it/s]
train: 35%|███▍ | 136/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 137/391 [00:27<00:51, 4.97it/s]
train: 35%|███▌ | 138/391 [00:27<00:50, 4.97it/s]
train: 36%|███▌ | 139/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 140/391 [00:28<00:50, 4.97it/s]
train: 36%|███▌ | 141/391 [00:28<00:50, 4.96it/s]
train: 36%|███▋ | 142/391 [00:28<00:50, 4.96it/s]
train: 37%|███▋ | 143/391 [00:28<00:49, 4.96it/s]
train: 37%|███▋ | 144/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 145/391 [00:29<00:49, 4.96it/s]
train: 37%|███▋ | 146/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 147/391 [00:29<00:49, 4.97it/s]
train: 38%|███▊ | 148/391 [00:29<00:48, 4.97it/s]
train: 38%|███▊ | 149/391 [00:30<00:48, 4.97it/s]
train: 38%|███▊ | 150/391 [00:30<00:48, 4.97it/s]
train: 39%|███▊ | 151/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 152/391 [00:30<00:48, 4.96it/s]
train: 39%|███▉ | 153/391 [00:30<00:47, 4.96it/s]
train: 39%|███▉ | 154/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 155/391 [00:31<00:47, 4.96it/s]
train: 40%|███▉ | 156/391 [00:31<00:47, 4.97it/s]
train: 40%|████ | 157/391 [00:31<00:47, 4.96it/s]
train: 40%|████ | 158/391 [00:31<00:46, 4.96it/s]
train: 41%|████ | 159/391 [00:32<00:46, 4.96it/s]
train: 41%|████ | 160/391 [00:32<00:46, 4.96it/s]
train: 41%|████ | 161/391 [00:32<00:46, 4.96it/s]
train: 41%|████▏ | 162/391 [00:32<00:46, 4.96it/s]
train: 42%|████▏ | 163/391 [00:32<00:45, 4.96it/s]
train: 42%|████▏ | 164/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 165/391 [00:33<00:45, 4.96it/s]
train: 42%|████▏ | 166/391 [00:33<00:45, 4.96it/s]
train: 43%|████▎ | 167/391 [00:33<00:45, 4.96it/s]
train: 43%|████▎ | 168/391 [00:33<00:44, 4.96it/s]
train: 43%|████▎ | 169/391 [00:34<00:44, 4.97it/s]
train: 43%|████▎ | 170/391 [00:34<00:44, 4.97it/s]
train: 44%|████▎ | 171/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 172/391 [00:34<00:44, 4.96it/s]
train: 44%|████▍ | 173/391 [00:34<00:43, 4.96it/s]
train: 45%|████▍ | 174/391 [00:35<00:43, 4.96it/s]
train: 45%|████▍ | 175/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 176/391 [00:35<00:43, 4.96it/s]
train: 45%|████▌ | 177/391 [00:35<00:43, 4.96it/s]
train: 46%|████▌ | 178/391 [00:36<00:42, 4.96it/s]
train: 46%|████▌ | 179/391 [00:36<00:42, 4.96it/s]
train: 46%|████▌ | 180/391 [00:36<00:42, 4.96it/s]
train: 46%|████▋ | 181/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 182/391 [00:36<00:42, 4.96it/s]
train: 47%|████▋ | 183/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 184/391 [00:37<00:41, 4.96it/s]
train: 47%|████▋ | 185/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 186/391 [00:37<00:41, 4.96it/s]
train: 48%|████▊ | 187/391 [00:37<00:41, 4.97it/s]
train: 48%|████▊ | 188/391 [00:38<00:40, 4.97it/s]
train: 48%|████▊ | 189/391 [00:38<00:40, 4.97it/s]
train: 49%|████▊ | 190/391 [00:38<00:40, 4.97it/s]
train: 49%|████▉ | 191/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 192/391 [00:38<00:40, 4.96it/s]
train: 49%|████▉ | 193/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 194/391 [00:39<00:39, 4.96it/s]
train: 50%|████▉ | 195/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 196/391 [00:39<00:39, 4.96it/s]
train: 50%|█████ | 197/391 [00:39<00:39, 4.96it/s]
train: 51%|█████ | 198/391 [00:40<00:38, 4.96it/s]
train: 51%|█████ | 199/391 [00:40<00:38, 4.97it/s]
train: 51%|█████ | 200/391 [00:40<00:38, 4.96it/s]
train: 51%|█████▏ | 201/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 202/391 [00:40<00:38, 4.96it/s]
train: 52%|█████▏ | 203/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 204/391 [00:41<00:37, 4.96it/s]
train: 52%|█████▏ | 205/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 206/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 207/391 [00:41<00:37, 4.96it/s]
train: 53%|█████▎ | 208/391 [00:42<00:36, 4.96it/s]
train: 53%|█████▎ | 209/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▎ | 210/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 211/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 212/391 [00:42<00:36, 4.96it/s]
train: 54%|█████▍ | 213/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 214/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▍ | 215/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 216/391 [00:43<00:35, 4.96it/s]
train: 55%|█████▌ | 217/391 [00:43<00:35, 4.96it/s]
train: 56%|█████▌ | 218/391 [00:44<00:34, 4.96it/s]
train: 56%|█████▌ | 219/391 [00:44<00:34, 4.96it/s]
train: 56%|█████▋ | 220/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 221/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 222/391 [00:44<00:34, 4.96it/s]
train: 57%|█████▋ | 223/391 [00:45<00:33, 4.96it/s]
train: 57%|█████▋ | 224/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 225/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 226/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 227/391 [00:45<00:33, 4.96it/s]
train: 58%|█████▊ | 228/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▊ | 229/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 230/391 [00:46<00:32, 4.97it/s]
train: 59%|█████▉ | 231/391 [00:46<00:32, 4.96it/s]
train: 59%|█████▉ | 232/391 [00:46<00:32, 4.96it/s]
train: 60%|█████▉ | 233/391 [00:47<00:31, 4.96it/s]
train: 60%|█████▉ | 234/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 235/391 [00:47<00:31, 4.96it/s]
train: 60%|██████ | 236/391 [00:47<00:31, 4.96it/s]
train: 61%|██████ | 237/391 [00:47<00:31, 4.96it/s]
train: 61%|██████ | 238/391 [00:48<00:30, 4.96it/s]
train: 61%|██████ | 239/391 [00:48<00:30, 4.96it/s]
train: 61%|██████▏ | 240/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 241/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 242/391 [00:48<00:30, 4.96it/s]
train: 62%|██████▏ | 243/391 [00:49<00:29, 4.96it/s]
train: 62%|██████▏ | 244/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 245/391 [00:49<00:29, 4.96it/s]
train: 63%|██████▎ | 246/391 [00:49<00:29, 4.97it/s]
train: 63%|██████▎ | 247/391 [00:49<00:28, 4.97it/s]
train: 63%|██████▎ | 248/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▎ | 249/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 250/391 [00:50<00:28, 4.97it/s]
train: 64%|██████▍ | 251/391 [00:50<00:28, 4.96it/s]
train: 64%|██████▍ | 252/391 [00:50<00:28, 4.96it/s]
train: 65%|██████▍ | 253/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▍ | 254/391 [00:51<00:27, 4.96it/s]
train: 65%|██████▌ | 255/391 [00:51<00:27, 4.97it/s]
train: 65%|██████▌ | 256/391 [00:51<00:27, 4.96it/s]
train: 66%|██████▌ | 257/391 [00:51<00:26, 4.96it/s]
train: 66%|██████▌ | 258/391 [00:52<00:26, 4.96it/s]
train: 66%|██████▌ | 259/391 [00:52<00:26, 4.96it/s]
train: 66%|██████▋ | 260/391 [00:52<00:26, 4.97it/s]
train: 67%|██████▋ | 261/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 262/391 [00:52<00:26, 4.96it/s]
train: 67%|██████▋ | 263/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 264/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 265/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 266/391 [00:53<00:25, 4.96it/s]
train: 68%|██████▊ | 267/391 [00:53<00:24, 4.97it/s]
train: 69%|██████▊ | 268/391 [00:54<00:24, 4.96it/s]
train: 69%|██████▉ | 269/391 [00:54<00:24, 4.96it/s]
train: 69%|██████▉ | 270/391 [00:54<00:24, 4.96it/s]
train: 69%|██████▉ | 271/391 [00:54<00:24, 4.96it/s]
train: 70%|██████▉ | 272/391 [00:54<00:23, 4.96it/s]
train: 70%|██████▉ | 273/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 274/391 [00:55<00:23, 4.96it/s]
train: 70%|███████ | 275/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 276/391 [00:55<00:23, 4.96it/s]
train: 71%|███████ | 277/391 [00:55<00:22, 4.96it/s]
train: 71%|███████ | 278/391 [00:56<00:22, 4.97it/s]
train: 71%|███████▏ | 279/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 280/391 [00:56<00:22, 4.97it/s]
train: 72%|███████▏ | 281/391 [00:56<00:22, 4.96it/s]
train: 72%|███████▏ | 282/391 [00:56<00:21, 4.96it/s]
train: 72%|███████▏ | 283/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 284/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 285/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 286/391 [00:57<00:21, 4.96it/s]
train: 73%|███████▎ | 287/391 [00:57<00:20, 4.96it/s]
train: 74%|███████▎ | 288/391 [00:58<00:20, 4.97it/s]
train: 74%|███████▍ | 289/391 [00:58<00:20, 4.96it/s]
train: 74%|███████▍ | 290/391 [00:58<00:20, 4.96it/s]
train: 74%|███████▍ | 291/391 [00:58<00:20, 4.96it/s]
train: 75%|███████▍ | 292/391 [00:58<00:19, 4.96it/s]
train: 75%|███████▍ | 293/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 294/391 [00:59<00:19, 4.96it/s]
train: 75%|███████▌ | 295/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 296/391 [00:59<00:19, 4.96it/s]
train: 76%|███████▌ | 297/391 [00:59<00:18, 4.96it/s]
train: 76%|███████▌ | 298/391 [01:00<00:18, 4.96it/s]
train: 76%|███████▋ | 299/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 300/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 301/391 [01:00<00:18, 4.96it/s]
train: 77%|███████▋ | 302/391 [01:00<00:17, 4.96it/s]
train: 77%|███████▋ | 303/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 304/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 305/391 [01:01<00:17, 4.96it/s]
train: 78%|███████▊ | 306/391 [01:01<00:17, 4.96it/s]
train: 79%|███████▊ | 307/391 [01:01<00:16, 4.97it/s]
train: 79%|███████▉ | 308/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 309/391 [01:02<00:16, 4.97it/s]
train: 79%|███████▉ | 310/391 [01:02<00:16, 4.97it/s]
train: 80%|███████▉ | 311/391 [01:02<00:16, 4.96it/s]
train: 80%|███████▉ | 312/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 313/391 [01:03<00:15, 4.96it/s]
train: 80%|████████ | 314/391 [01:03<00:15, 4.96it/s]
train: 81%|████████ | 315/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 316/391 [01:03<00:15, 4.97it/s]
train: 81%|████████ | 317/391 [01:04<00:14, 4.96it/s]
train: 81%|████████▏ | 318/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 319/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 320/391 [01:04<00:14, 4.97it/s]
train: 82%|████████▏ | 321/391 [01:04<00:14, 4.96it/s]
train: 82%|████████▏ | 322/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 323/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 324/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 325/391 [01:05<00:13, 4.96it/s]
train: 83%|████████▎ | 326/391 [01:05<00:13, 4.97it/s]
train: 84%|████████▎ | 327/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 328/391 [01:06<00:12, 4.97it/s]
train: 84%|████████▍ | 329/391 [01:06<00:12, 4.96it/s]
train: 84%|████████▍ | 330/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 331/391 [01:06<00:12, 4.96it/s]
train: 85%|████████▍ | 332/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 333/391 [01:07<00:11, 4.96it/s]
train: 85%|████████▌ | 334/391 [01:07<00:11, 4.96it/s]
train: 86%|████████▌ | 335/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 336/391 [01:07<00:11, 4.97it/s]
train: 86%|████████▌ | 337/391 [01:08<00:10, 4.97it/s]
train: 86%|████████▋ | 338/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 339/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 340/391 [01:08<00:10, 4.97it/s]
train: 87%|████████▋ | 341/391 [01:08<00:10, 4.96it/s]
train: 87%|████████▋ | 342/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 343/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 344/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 345/391 [01:09<00:09, 4.96it/s]
train: 88%|████████▊ | 346/391 [01:09<00:09, 4.96it/s]
train: 89%|████████▊ | 347/391 [01:10<00:08, 4.96it/s]
train: 89%|████████▉ | 348/391 [01:10<00:08, 4.96it/s]
train: 89%|████████▉ | 349/391 [01:10<00:08, 4.96it/s]
train: 90%|████████▉ | 350/391 [01:10<00:08, 4.97it/s]
train: 90%|████████▉ | 351/391 [01:10<00:08, 4.96it/s]
train: 90%|█████████ | 352/391 [01:11<00:07, 4.96it/s]
train: 90%|█████████ | 353/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 354/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 355/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████ | 356/391 [01:11<00:07, 4.96it/s]
train: 91%|█████████▏| 357/391 [01:12<00:06, 4.96it/s]
train: 92%|█████████▏| 358/391 [01:12<00:06, 4.96it/s]
train: 92%|█████████▏| 359/391 [01:12<00:06, 4.96it/s]
train: 92%|█████████▏| 360/391 [01:12<00:06, 4.97it/s]
train: 92%|█████████▏| 361/391 [01:12<00:06, 4.96it/s]
train: 93%|█████████▎| 362/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 363/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 364/391 [01:13<00:05, 4.96it/s]
train: 93%|█████████▎| 365/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▎| 366/391 [01:13<00:05, 4.96it/s]
train: 94%|█████████▍| 367/391 [01:14<00:04, 4.96it/s]
train: 94%|█████████▍| 368/391 [01:14<00:04, 4.96it/s]
train: 94%|█████████▍| 369/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▍| 370/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▍| 371/391 [01:14<00:04, 4.96it/s]
train: 95%|█████████▌| 372/391 [01:15<00:03, 4.96it/s]
train: 95%|█████████▌| 373/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 374/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 375/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▌| 376/391 [01:15<00:03, 4.96it/s]
train: 96%|█████████▋| 377/391 [01:16<00:02, 4.96it/s]
train: 97%|█████████▋| 378/391 [01:16<00:02, 4.96it/s]
train: 97%|█████████▋| 379/391 [01:16<00:02, 4.96it/s]
train: 97%|█████████▋| 380/391 [01:16<00:02, 4.97it/s]
train: 97%|█████████▋| 381/391 [01:16<00:02, 4.96it/s]
train: 98%|█████████▊| 382/391 [01:17<00:01, 4.96it/s]
train: 98%|█████████▊| 383/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 384/391 [01:17<00:01, 4.95it/s]
train: 98%|█████████▊| 385/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▊| 386/391 [01:17<00:01, 4.96it/s]
train: 99%|█████████▉| 387/391 [01:18<00:00, 4.96it/s]
train: 99%|█████████▉| 388/391 [01:18<00:00, 4.97it/s]
train: 99%|█████████▉| 389/391 [01:18<00:00, 4.97it/s]
train: 100%|█████████▉| 390/391 [01:18<00:00, 4.97it/s]
train: 100%|██████████| 391/391 [01:18<00:00, 5.59it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.45it/s]
eval: 6%|▋ | 5/79 [00:00<00:03, 19.99it/s]
eval: 11%|█▏ | 9/79 [00:00<00:02, 25.09it/s]
eval: 16%|█▋ | 13/79 [00:00<00:02, 27.63it/s]
eval: 22%|██▏ | 17/79 [00:00<00:02, 29.07it/s]
eval: 27%|██▋ | 21/79 [00:00<00:01, 29.95it/s]
eval: 32%|███▏ | 25/79 [00:00<00:01, 30.53it/s]
eval: 37%|███▋ | 29/79 [00:01<00:01, 30.91it/s]
eval: 42%|████▏ | 33/79 [00:01<00:01, 31.17it/s]
eval: 47%|████▋ | 37/79 [00:01<00:01, 31.34it/s]
eval: 52%|█████▏ | 41/79 [00:01<00:01, 31.46it/s]
eval: 57%|█████▋ | 45/79 [00:01<00:01, 31.53it/s]
eval: 62%|██████▏ | 49/79 [00:01<00:00, 31.59it/s]
eval: 67%|██████▋ | 53/79 [00:01<00:00, 31.64it/s]
eval: 72%|███████▏ | 57/79 [00:01<00:00, 31.66it/s]
eval: 77%|███████▋ | 61/79 [00:02<00:00, 31.69it/s]
eval: 82%|████████▏ | 65/79 [00:02<00:00, 31.71it/s]
eval: 87%|████████▋ | 69/79 [00:02<00:00, 31.31it/s]
eval: 92%|█████████▏| 73/79 [00:02<00:00, 31.44it/s]
eval: 97%|█████████▋| 77/79 [00:02<00:00, 31.54it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:43, 3.76it/s]
train: 1%| | 2/391 [00:00<01:09, 5.62it/s]
train: 1%| | 3/391 [00:00<00:58, 6.68it/s]
train: 1%| | 4/391 [00:00<00:52, 7.33it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.74it/s]
train: 2%|▏ | 6/391 [00:00<00:48, 8.02it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.20it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.33it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.41it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.47it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.52it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.60it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.55it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.58it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.60it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.60it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.53it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.55it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.58it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.59it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.60it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.58it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.60it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.60it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.53it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.59it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.60it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.55it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.60it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.55it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.55it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.60it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.55it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.55it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:28, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.53it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.55it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.53it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.55it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.57it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.58it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.59it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.59it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.60it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.53it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.60it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.60it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.60it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.53it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.53it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.55it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.57it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.58it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.60it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.58it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.55it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.58it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.58it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.58it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.59it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.56it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.60it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.60it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.60it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.60it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.60it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.53it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.60it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.60it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.60it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.53it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.57it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 325/391 [00:38<00:07, 8.59it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.53it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.60it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.59it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.60it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.53it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.55it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.52it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.55it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.53it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.55it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.60it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.58it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.08it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 14.22it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 17.14it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.57it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.38it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.87it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.19it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.40it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.53it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.62it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.69it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.73it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.77it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.79it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.80it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.81it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.83it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.84it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.84it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.84it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.84it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.84it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.83it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.84it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.85it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.16it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:44, 3.72it/s]
train: 1%| | 2/391 [00:00<01:09, 5.56it/s]
train: 1%| | 3/391 [00:00<00:58, 6.63it/s]
train: 1%| | 4/391 [00:00<00:53, 7.30it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.72it/s]
train: 2%|▏ | 6/391 [00:00<00:48, 8.00it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.19it/s]
train: 2%|▏ | 8/391 [00:01<00:46, 8.32it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.41it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.47it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.52it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.57it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.58it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:36, 8.48it/s]
train: 21%|██▏ | 84/391 [00:09<00:36, 8.51it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.54it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.56it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.58it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.59it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.60it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.55it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.58it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.53it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.60it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.55it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.53it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.60it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.52it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.55it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.58it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.57it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.57it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.53it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.58it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.60it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.60it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 325/391 [00:38<00:07, 8.59it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.53it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.53it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.55it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.57it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.58it/s]
train: 89%|████████▉ | 348/391 [00:40<00:05, 8.59it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.60it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.60it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.55it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:14, 5.56it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.67it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.77it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.32it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.21it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.75it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.10it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.33it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.49it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.59it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.67it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.72it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.75it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.77it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.80it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.81it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.83it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.84it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.84it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.84it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.84it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.83it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.84it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.85it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.85it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.22it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:41, 3.84it/s]
train: 1%| | 2/391 [00:00<01:08, 5.68it/s]
train: 1%| | 3/391 [00:00<00:57, 6.73it/s]
train: 1%| | 4/391 [00:00<00:52, 7.36it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.77it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.04it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.22it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.60it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.55it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.58it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.53it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.55it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.60it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.60it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.53it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.55it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.58it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.60it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.60it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.58it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.60it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.53it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.55it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.58it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.55it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.57it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.58it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:34, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.55it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.55it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.55it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.59it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.53it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.60it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.60it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.53it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.55it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.60it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.60it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.50it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.53it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.55it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.57it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.58it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.59it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.53it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.60it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.58it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.60it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.53it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.55it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.57it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.60it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.60it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.58it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.60it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.55it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.58it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.60it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.58it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.55it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.58it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.52it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.55it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.58it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.53it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.57it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 325/391 [00:38<00:07, 8.59it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.53it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.55it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.58it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.53it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.55it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.60it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.60it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.55it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.53it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.59it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.59it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.60it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.60it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.60it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.57it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.58it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.53it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.55it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.55it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.57it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.65it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.75it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.82it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.36it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.24it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.78it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.12it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.35it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.51it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.60it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.68it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.73it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.77it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.78it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.80it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.81it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.83it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.83it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.83it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.83it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.84it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.84it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.85it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.85it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.86it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.22it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:45, 3.69it/s]
train: 1%| | 2/391 [00:00<01:10, 5.53it/s]
train: 1%| | 3/391 [00:00<00:58, 6.61it/s]
train: 1%| | 4/391 [00:00<00:53, 7.28it/s]
train: 1%|▏ | 5/391 [00:00<00:50, 7.71it/s]
train: 2%|▏ | 6/391 [00:00<00:48, 7.99it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.19it/s]
train: 2%|▏ | 8/391 [00:01<00:46, 8.32it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.41it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.47it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.43it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.52it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.55it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.58it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.58it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.53it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.58it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.60it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.53it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.57it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.58it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.58it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.59it/s]
train: 23%|██▎ | 90/391 [00:10<00:35, 8.59it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.55it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.58it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.59it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 150/391 [00:17<00:28, 8.60it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.53it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.60it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.60it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.53it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.60it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.60it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:21<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.58it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.60it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.55it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.55it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.58it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.55it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.58it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.55it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.58it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.55it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.59it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.58it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:33<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.57it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.56it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.59it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.60it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.60it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.60it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:38<00:07, 8.59it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.53it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.55it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.58it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.60it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.60it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.55it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.56it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.53it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.55it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.53it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.55it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.52it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.55it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.57it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.80it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.95it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.96it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.46it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.30it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.82it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.15it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.37it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.52it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.62it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.68it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.73it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.76it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.79it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.81it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.81it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.83it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.83it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.84it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.84it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.84it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.84it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.85it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.85it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.85it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.22it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:42, 3.79it/s]
train: 1%| | 2/391 [00:00<01:08, 5.64it/s]
train: 1%| | 3/391 [00:00<00:57, 6.70it/s]
train: 1%| | 4/391 [00:00<00:52, 7.34it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.75it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.03it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.21it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.33it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.47it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:40, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:40, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.57it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.62it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.62it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.57it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.54it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.58it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.62it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.61it/s]
train: 27%|██▋ | 107/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.61it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:13<00:31, 8.62it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.62it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.55it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.57it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.61it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.62it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.62it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.62it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.61it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.62it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.62it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.62it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.62it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.57it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.62it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.62it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.62it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.55it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:30<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.62it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.62it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.61it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.62it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:09, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.62it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.62it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.58it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.62it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.62it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.62it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.62it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.60it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.55it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.55it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.57it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.89it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 14.01it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 17.01it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.49it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.33it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.84it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.17it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.39it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.54it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.64it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.71it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.76it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.79it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.81it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.83it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.84it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.85it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.85it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.86it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.86it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.86it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.86it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.86it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.86it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.87it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.88it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.24it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:41, 3.85it/s]
train: 1%| | 2/391 [00:00<01:08, 5.69it/s]
train: 1%| | 3/391 [00:00<00:57, 6.74it/s]
train: 1%| | 4/391 [00:00<00:52, 7.37it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.78it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.05it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.22it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.35it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.43it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 11/391 [00:01<00:44, 8.45it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.50it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.54it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.58it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.54it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.62it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.62it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.61it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:40, 8.62it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.62it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.62it/s]
train: 10%|█ | 41/391 [00:04<00:40, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.57it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.61it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.62it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.62it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.57it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.60it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.57it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.61it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.62it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.62it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.62it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.57it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.60it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.61it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.54it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.58it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.61it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.61it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.62it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.62it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.62it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.61it/s]
train: 27%|██▋ | 107/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.62it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.62it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.62it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.60it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.61it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:13<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.62it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.61it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.61it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.62it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.62it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.61it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.62it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.62it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.62it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.62it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.62it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.62it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.62it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:18<00:26, 8.57it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.62it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.61it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.62it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.57it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.60it/s]
train: 52%|█████▏ | 205/391 [00:23<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.62it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.62it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.62it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.62it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.57it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.62it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.62it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.62it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.61it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.62it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:28<00:16, 8.62it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.55it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.62it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.62it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.54it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.57it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:30<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.62it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.61it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.61it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.62it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.62it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:09, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.62it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.62it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.55it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.61it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.57it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.55it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.56it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.59it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.62it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.60it/s]
train: 90%|████████▉ | 351/391 [00:40<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.62it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.62it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.62it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.57it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.61it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.57it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.62it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.62it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.01it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 14.16it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 17.11it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.56it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.37it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.88it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.20it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.41it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.55it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.65it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.71it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.76it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.79it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.81it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.83it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.84it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.85it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.86it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.86it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.86it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.86it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.86it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.86it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.86it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.87it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.87it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.24it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:40, 3.86it/s]
train: 1%| | 2/391 [00:00<01:08, 5.71it/s]
train: 1%| | 3/391 [00:00<00:57, 6.75it/s]
train: 1%| | 4/391 [00:00<00:52, 7.38it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.78it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.05it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.23it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.35it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.43it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 11/391 [00:01<00:44, 8.45it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.50it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.48it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.52it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.55it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.57it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.58it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.58it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.53it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.55it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.58it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.62it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.61it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.62it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.61it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.62it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.62it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.52it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.55it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.62it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.57it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.61it/s]
train: 27%|██▋ | 107/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.61it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:13<00:31, 8.62it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.62it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.57it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.61it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.62it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.62it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.61it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.62it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.62it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.55it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.57it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:24, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.53it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.61it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.62it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.61it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.62it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.62it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.61it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.60it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.62it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.61it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.62it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.61it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.62it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.55it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.58it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.62it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.62it/s]
train: 90%|████████▉ | 351/391 [00:40<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.62it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.87it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 14.03it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 17.02it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.49it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.33it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.85it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.17it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.39it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.54it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.64it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.71it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.75it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.79it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.81it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.82it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.84it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.84it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.85it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.85it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.85it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.86it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.86it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.86it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.86it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.87it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.88it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.24it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:41, 3.83it/s]
train: 1%| | 2/391 [00:00<01:08, 5.68it/s]
train: 1%| | 3/391 [00:00<00:57, 6.73it/s]
train: 1%| | 4/391 [00:00<00:52, 7.36it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.77it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.04it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.22it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.43it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 11/391 [00:01<00:44, 8.45it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.50it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.54it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.58it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.54it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.62it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:40, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.62it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.57it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.62it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.57it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.61it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.62it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.62it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.54it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.55it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.55it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.55it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:13<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.61it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.62it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.62it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.62it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.62it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:18<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.62it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.62it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.57it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:24, 8.61it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.62it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.62it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.62it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.62it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.57it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.62it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.62it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.61it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.62it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.62it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.54it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.57it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:30<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.61it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.62it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.62it/s]
train: 71%|███████▏ | 279/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.61it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.62it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.62it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.62it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.61it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.57it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.62it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.62it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.62it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.62it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.62it/s]
train: 90%|████████▉ | 351/391 [00:40<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.57it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.61it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.62it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.62it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.62it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.62it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.62it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.57it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.57it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.57it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.62it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.94it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 14.11it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 17.07it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.53it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.36it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.87it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.19it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.40it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.54it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.64it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.71it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.75it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.79it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.80it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.82it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.84it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.84it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.85it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.85it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.85it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.86it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.86it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.86it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.86it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.87it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.88it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.23it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:41, 3.83it/s]
train: 1%| | 2/391 [00:00<01:08, 5.68it/s]
train: 1%| | 3/391 [00:00<00:57, 6.72it/s]
train: 1%| | 4/391 [00:00<00:52, 7.36it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.77it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.04it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.22it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.43it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:44, 8.45it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.50it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.58it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.54it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:40, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:40, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.61it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.53it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.55it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.57it/s]
train: 23%|██▎ | 90/391 [00:10<00:35, 8.59it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.52it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.55it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.61it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.62it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.62it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.61it/s]
train: 27%|██▋ | 107/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.62it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.61it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:13<00:31, 8.62it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.62it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.61it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.62it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.61it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.62it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.57it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.62it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.62it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.60it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:24, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.62it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.62it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.62it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.47it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.51it/s]
train: 50%|████▉ | 194/391 [00:22<00:23, 8.54it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.56it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.58it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.59it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.59it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.60it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.53it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.55it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.57it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.62it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.62it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.62it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.54it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:30<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.61it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.61it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.62it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.62it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.62it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.62it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.55it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.53it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.59it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.60it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.53it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.82it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.93it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.94it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.44it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.29it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.81it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.15it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.36it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.51it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.61it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.68it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.73it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.76it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.79it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.80it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.81it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.82it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.82it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.83it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.83it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.84it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.84it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.84it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.84it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.84it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.20it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:42, 3.79it/s]
train: 1%| | 2/391 [00:00<01:08, 5.64it/s]
train: 1%| | 3/391 [00:00<00:57, 6.70it/s]
train: 1%| | 4/391 [00:00<00:52, 7.34it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.76it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.03it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.21it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.33it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.60it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.55it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.58it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.53it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.59it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.60it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.60it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.60it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.53it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.53it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.57it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.58it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.60it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.53it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.55it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.58it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.46it/s]
train: 24%|██▎ | 92/391 [00:10<00:35, 8.51it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.53it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.56it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.57it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.59it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.60it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.60it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.55it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:24, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.62it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.53it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.55it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.57it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.58it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.55it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.58it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.58it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.60it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.51it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.56it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.60it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.59it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.60it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.55it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.53it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.55it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.60it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.53it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.60it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.60it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.60it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.57it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 325/391 [00:38<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.53it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.58it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.53it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.59it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.60it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.53it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.55it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.52it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.55it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.57it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.58it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.53it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.55it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.62it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.74it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.82it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.35it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.23it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.77it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.11it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.34it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.50it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.60it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.68it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.73it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.76it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.78it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.80it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.81it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.83it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.84it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.83it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.84it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.84it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.84it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.84it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.84it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.85it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.85it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.23it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:40, 3.87it/s]
train: 1%| | 2/391 [00:00<01:08, 5.72it/s]
train: 1%| | 3/391 [00:00<00:57, 6.75it/s]
train: 1%| | 4/391 [00:00<00:52, 7.38it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.79it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.05it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.22it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.52it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.58it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.53it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.55it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.58it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.60it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.53it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.58it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.54it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.58it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.53it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.56it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.58it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.59it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.60it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.60it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.55it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.55it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.58it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.60it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.57it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.60it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.60it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.53it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.58it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.60it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.57it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.59it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.53it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.58it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.60it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.53it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.62it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.53it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.51it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.46it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.50it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.53it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.55it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.57it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.53it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.52it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.55it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.57it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.97it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 14.11it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 17.06it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.52it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.35it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.85it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.17it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.38it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.52it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.62it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.69it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.74it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.77it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.79it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.81it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.81it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.82it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.83it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.83it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.84it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.83it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.83it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.83it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.84it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.85it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.23it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:40, 3.87it/s]
train: 1%| | 2/391 [00:00<01:08, 5.69it/s]
train: 1%| | 3/391 [00:00<00:57, 6.74it/s]
train: 1%| | 4/391 [00:00<00:52, 7.37it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.77it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.04it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.22it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.55it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.55it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.53it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.53it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.55it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.58it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.55it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.60it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.60it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:13<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.53it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.55it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.60it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.60it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:24, 8.61it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.58it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.59it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.57it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.59it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.60it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.60it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.53it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.55it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.58it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.60it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.60it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.57it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.53it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.58it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.60it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.53it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.59it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.53it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.60it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.60it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.55it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.53it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.55it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.62it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:14, 5.49it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.60it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.71it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.28it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.19it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.74it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.09it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.33it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.49it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.59it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.67it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.72it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.76it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.78it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.80it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.81it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.83it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.83it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.83it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.84it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.84it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.84it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.83it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.83it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.84it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.85it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.23it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:40, 3.87it/s]
train: 1%| | 2/391 [00:00<01:08, 5.71it/s]
train: 1%| | 3/391 [00:00<00:57, 6.75it/s]
train: 1%| | 4/391 [00:00<00:52, 7.38it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.77it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.04it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.22it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:44, 8.45it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.50it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:42, 8.55it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.58it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.53it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.55it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.60it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.53it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.53it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.55it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.58it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:34, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.55it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.60it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.58it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.53it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.53it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.60it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.53it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.57it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.55it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.58it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.59it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.58it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.57it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.56it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.57it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.58it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.59it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.60it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.53it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.53it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.59it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.60it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.60it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.60it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.55it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.57it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.53it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.60it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.53it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.60it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.55it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.53it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.55it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.60it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.57it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.55it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.52it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.55it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.57it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.58it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.60it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.60it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.73it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.87it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.90it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.41it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.26it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.80it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.14it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.36it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.52it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.61it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.68it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.73it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.76it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.79it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.80it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.81it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.83it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.84it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.84it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.84it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.83it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.84it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.84it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.85it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.85it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.22it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:41, 3.85it/s]
train: 1%| | 2/391 [00:00<01:08, 5.69it/s]
train: 1%| | 3/391 [00:00<00:57, 6.73it/s]
train: 1%| | 4/391 [00:00<00:52, 7.36it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.77it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.04it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.22it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.55it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.58it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.53it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.58it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.60it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.53it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.55it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.58it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.60it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.60it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.60it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.53it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.55it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.57it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.60it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.53it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.59it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.60it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.55it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.59it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.52it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.55it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.60it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.53it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.60it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:24, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.53it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.57it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.60it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.55it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.58it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.55it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.58it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.55it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.58it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.54it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.58it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.57it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.60it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.59it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.59it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.60it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.53it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.55it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.60it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.53it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.60it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.53it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.53it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.52it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.55it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.57it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.58it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.60it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.60it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.97it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 14.15it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 17.10it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.54it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.36it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.85it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.18it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.39it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.53it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.63it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.69it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.73it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.77it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.79it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.81it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.82it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.83it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.84it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.83it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.84it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.83it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.84it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.84it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.84it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.85it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.23it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:40, 3.88it/s]
train: 1%| | 2/391 [00:00<01:08, 5.72it/s]
train: 1%| | 3/391 [00:00<00:57, 6.75it/s]
train: 1%| | 4/391 [00:00<00:52, 7.38it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.78it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.04it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.22it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.55it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.58it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.60it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.53it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.58it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.58it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 47/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.55it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.55it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.58it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.60it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.57it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.58it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.59it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.60it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.53it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.58it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 90/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.52it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.55it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.59it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.60it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.59it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.59it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.59it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.60it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.60it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.55it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.58it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.55it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.53it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.55it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.58it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.60it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.53it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.55it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.55it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.60it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.52it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.55it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.53it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.55it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.58it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.53it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.55it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.57it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.59it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.52it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.55it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.58it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.58it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.60it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.58it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.55it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.58it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.59it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.58it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.57it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.52it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.55it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.59it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.60it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.53it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.58it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.60it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.60it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.60it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.60it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.55it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.57it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 325/391 [00:38<00:07, 8.59it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.59it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.53it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.55it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.58it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.60it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.53it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.60it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.55it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.53it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.55it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.60it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.60it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.57it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.58it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.55it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.52it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.55it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.57it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.60it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.60it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.88it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 14.06it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 17.03it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.49it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.33it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.83it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.16it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.38it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.53it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.62it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.69it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.73it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.76it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.79it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.80it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.82it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.82it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.83it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.83it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.83it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.83it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.84it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.84it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.84it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.85it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.21it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:40, 3.87it/s]
train: 1%| | 2/391 [00:00<01:08, 5.72it/s]
train: 1%| | 3/391 [00:00<00:57, 6.75it/s]
train: 1%| | 4/391 [00:00<00:52, 7.38it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.78it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.04it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.22it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.60it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.60it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.55it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.58it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.53it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.55it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.58it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 47/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.55it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.59it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.60it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.60it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.53it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.55it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.58it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.53it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.60it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.53it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.58it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.58it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.60it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.60it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.55it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.59it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.59it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.62it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.53it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.55it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.58it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.60it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.53it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.56it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.60it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.53it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.60it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.53it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.53it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.55it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.57it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.58it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.55it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.58it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.60it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.55it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.58it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.52it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.55it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.58it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.60it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.60it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.60it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.55it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.57it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.57it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.58it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.51it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.56it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.53it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.58it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.53it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.55it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.58it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.60it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.60it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.60it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.53it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.55it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.60it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.60it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.60it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.55it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.59it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.60it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.60it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.60it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.55it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.57it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.55it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.57it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.92it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 14.08it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 17.05it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.50it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.33it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.84it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.16it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.38it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.52it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.62it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.68it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.73it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.76it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.79it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.81it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.81it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.84it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.83it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.83it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.83it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.84it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.83it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.84it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.84it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.85it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.21it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:42, 3.81it/s]
train: 1%| | 2/391 [00:00<01:08, 5.66it/s]
train: 1%| | 3/391 [00:00<00:57, 6.71it/s]
train: 1%| | 4/391 [00:00<00:52, 7.35it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.76it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.03it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.21it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.33it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.58it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.58it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.62it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.62it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.58it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.58it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.62it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.62it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.61it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:13<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.62it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.57it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.61it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.62it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.62it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:24, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.57it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.61it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.62it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.62it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.62it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.54it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:30<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:09, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.62it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.61it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.57it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.62it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.62it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.62it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.57it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.62it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.53it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.57it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.59it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.60it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.69it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.84it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.89it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.41it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.26it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.79it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.13it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.36it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.51it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.57it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.66it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.72it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.76it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.79it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.81it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.82it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.83it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.84it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.85it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.85it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.85it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.85it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.85it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.85it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.85it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.22it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:44, 3.75it/s]
train: 1%| | 2/391 [00:00<01:09, 5.60it/s]
train: 1%| | 3/391 [00:00<00:58, 6.67it/s]
train: 1%| | 4/391 [00:00<00:52, 7.32it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.74it/s]
train: 2%|▏ | 6/391 [00:00<00:48, 8.02it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.20it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.33it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.41it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.47it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.43it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.54it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.62it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.62it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.57it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.61it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:40, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.62it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.62it/s]
train: 10%|█ | 41/391 [00:04<00:40, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.57it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.61it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.62it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.62it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.57it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.57it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.62it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.54it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.58it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.61it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.62it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.62it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.61it/s]
train: 27%|██▋ | 107/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.62it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.61it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:13<00:31, 8.62it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.62it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.61it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.62it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.62it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.62it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.61it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.62it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.62it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.62it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.62it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.62it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.55it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:24, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.62it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.61it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.62it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.62it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.62it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.61it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.62it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.62it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.61it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.62it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.62it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.61it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.62it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:30<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.61it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.61it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.62it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.57it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 305/391 [00:35<00:09, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.61it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.62it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.62it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.62it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.62it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.57it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:40<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.61it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.75it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.91it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.93it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.44it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.29it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.82it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.15it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.38it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.53it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.63it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.70it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.75it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.78it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.81it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.82it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.83it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.84it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.85it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.85it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.85it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.85it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.86it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.86it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.86it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.87it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.88it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.25it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:40, 3.87it/s]
train: 1%| | 2/391 [00:00<01:08, 5.71it/s]
train: 1%| | 3/391 [00:00<00:57, 6.75it/s]
train: 1%| | 4/391 [00:00<00:52, 7.38it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.79it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.05it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.23it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.35it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.43it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.58it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.54it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.62it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:40, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.62it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.62it/s]
train: 10%|█ | 41/391 [00:04<00:40, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.61it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.55it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.62it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.62it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.54it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.58it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.61it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.62it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.62it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.61it/s]
train: 27%|██▋ | 107/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.62it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.62it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:13<00:31, 8.62it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.62it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.57it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.61it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.62it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.62it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.62it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.57it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.58it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.52it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.55it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.62it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.62it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:18<00:26, 8.57it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.62it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:24, 8.61it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.62it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.62it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.62it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.61it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.62it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.62it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.62it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.62it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.62it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.61it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.62it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.62it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.61it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.62it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.54it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:30<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.61it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.62it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.62it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.57it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.61it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.62it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.62it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:09, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.62it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.62it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.57it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.62it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.62it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.62it/s]
train: 90%|████████▉ | 351/391 [00:40<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.61it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.62it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.62it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.62it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.83it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.98it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.98it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.47it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.32it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.84it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.17it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.39it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.53it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.63it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.70it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.75it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.78it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.80it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.82it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.83it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.84it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.85it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.85it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.86it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.86it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.86it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.86it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.86it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.87it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.87it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.23it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:50, 3.51it/s]
train: 1%| | 2/391 [00:00<01:12, 5.38it/s]
train: 1%| | 3/391 [00:00<00:59, 6.49it/s]
train: 1%| | 4/391 [00:00<00:53, 7.19it/s]
train: 1%|▏ | 5/391 [00:00<00:50, 7.65it/s]
train: 2%|▏ | 6/391 [00:00<00:48, 7.95it/s]
train: 2%|▏ | 7/391 [00:00<00:47, 8.16it/s]
train: 2%|▏ | 8/391 [00:01<00:46, 8.30it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.40it/s]
train: 3%|▎ | 10/391 [00:01<00:45, 8.46it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.43it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.52it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:04<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:40, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.62it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.61it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.57it/s]
train: 23%|██▎ | 90/391 [00:10<00:35, 8.59it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.52it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.55it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.62it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.62it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.55it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.53it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:24, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:21<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.62it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.62it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.54it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.61it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.62it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.58it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.59it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.60it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:38<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.62it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.62it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.62it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.62it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.54it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.58it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.76it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.89it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.93it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.44it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.29it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.82it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.16it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.38it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.53it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.64it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.70it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.75it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.79it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.81it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.82it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.84it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.84it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.85it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.85it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.86it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.86it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.86it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.86it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.86it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.87it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.87it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.23it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:41, 3.83it/s]
train: 1%| | 2/391 [00:00<01:08, 5.68it/s]
train: 1%| | 3/391 [00:00<00:57, 6.73it/s]
train: 1%| | 4/391 [00:00<00:52, 7.36it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.77it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.04it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.22it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.43it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.50it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.58it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.54it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.60it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.55it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.58it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:40, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.62it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:13<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.60it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:24, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.62it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.61it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:19, 8.52it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.55it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.49it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.53it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.55it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.57it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.58it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.59it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.59it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.60it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.55it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.61it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.54it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:30<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.61it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.60it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.62it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.52it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.75it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.91it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.94it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.44it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.30it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.82it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.16it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.38it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.53it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.63it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.70it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.75it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.78it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.80it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.82it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.83it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.84it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.85it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.85it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.86it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.85it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.85it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.85it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.85it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.86it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.86it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.23it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:42, 3.79it/s]
train: 1%| | 2/391 [00:00<01:09, 5.64it/s]
train: 1%| | 3/391 [00:00<00:57, 6.69it/s]
train: 1%| | 4/391 [00:00<00:52, 7.34it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.76it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.03it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.21it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:44, 8.45it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.61it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.60it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.53it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.58it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.58it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.60it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.55it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.57it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.58it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.60it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.60it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.60it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.52it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.55it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.60it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.58it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.59it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.53it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.60it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:24, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.60it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.53it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.55it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.60it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.57it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.62it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.59it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.61it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.62it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.62it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.62it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.59it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.52it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.55it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.58it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.60it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.60it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.62it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.62it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.56it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.57it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.58it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.52it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.54it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.57it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.53it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.58it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.62it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.80it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.94it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.95it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.44it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.30it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.82it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.15it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.37it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.52it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.62it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.69it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.74it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.76it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.79it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.81it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.82it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.83it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.84it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.83it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.84it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.84it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.84it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.83it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.83it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.84it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.84it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.20it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:42, 3.80it/s]
train: 1%| | 2/391 [00:00<01:11, 5.44it/s]
train: 1%| | 3/391 [00:00<00:59, 6.54it/s]
train: 1%| | 4/391 [00:00<00:53, 7.23it/s]
train: 1%|▏ | 5/391 [00:00<00:50, 7.67it/s]
train: 2%|▏ | 6/391 [00:00<00:48, 7.97it/s]
train: 2%|▏ | 7/391 [00:00<00:47, 8.17it/s]
train: 2%|▏ | 8/391 [00:01<00:46, 8.30it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.40it/s]
train: 3%|▎ | 10/391 [00:01<00:45, 8.46it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.43it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.60it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:04<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.58it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.60it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.53it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.53it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.58it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.60it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.53it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.55it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.57it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.53it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.59it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.60it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.52it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.55it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.58it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.62it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:21<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.62it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.58it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.60it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.53it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.57it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.58it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.60it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.58it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.58it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.55it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.61it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.62it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.55it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.57it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:38<00:07, 8.59it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.53it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.51it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.54it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.56it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.59it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.55it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.53it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.55it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.60it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.60it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.55it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.57it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.58it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.53it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.87it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 14.03it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 17.00it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.48it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.31it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.83it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.16it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.37it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.52it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.62it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.69it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.74it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.74it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.76it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.79it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.81it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.83it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.84it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.84it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.84it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.85it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.85it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.84it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.85it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.86it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.22it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:43, 3.77it/s]
train: 1%| | 2/391 [00:00<01:10, 5.54it/s]
train: 1%| | 3/391 [00:00<00:58, 6.62it/s]
train: 1%| | 4/391 [00:00<00:53, 7.29it/s]
train: 1%|▏ | 5/391 [00:00<00:50, 7.71it/s]
train: 2%|▏ | 6/391 [00:00<00:48, 8.00it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.19it/s]
train: 2%|▏ | 8/391 [00:01<00:46, 8.32it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.41it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.47it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.58it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:40, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.55it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.59it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.60it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.60it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.60it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.53it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.60it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.53it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.58it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.60it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.55it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.58it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.59it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.58it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.59it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.60it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.53it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.55it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.60it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.60it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.53it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.55it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.58it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.53it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.60it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.60it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.55it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.58it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.55it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.58it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.50it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.54it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.56it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.58it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.59it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.59it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.52it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.55it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.58it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.60it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.60it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.60it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:33<00:12, 8.55it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.57it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.60it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.53it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.60it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.53it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.58it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.60it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.60it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:38<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.59it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.60it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.60it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.55it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.55it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.74it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.89it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.91it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.42it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.28it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.81it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.14it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.36it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.52it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.61it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.68it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.74it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.76it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.79it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.80it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.82it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.83it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.84it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.84it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.84it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.84it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.84it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.84it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.84it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.84it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.85it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.23it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:42, 3.81it/s]
train: 1%| | 2/391 [00:00<01:08, 5.64it/s]
train: 1%| | 3/391 [00:00<00:57, 6.70it/s]
train: 1%| | 4/391 [00:00<00:52, 7.34it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.75it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.02it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.20it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.33it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.41it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.47it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.52it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.58it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 47/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.59it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.60it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.53it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.60it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.60it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.59it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.52it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.55it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.57it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.58it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.58it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.56it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.53it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.55it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.58it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.60it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.52it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.55it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.60it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:24, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.53it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.58it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.53it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.57it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.60it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.55it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.55it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.58it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.55it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.58it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.58it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.59it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.52it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.54it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.58it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.55it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.55it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.58it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.60it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.60it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.57it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.60it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.60it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.58it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.60it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.60it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.53it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.58it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.58it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.60it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.53it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.55it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.53it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.60it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.60it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.53it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.57it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.86it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.98it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.98it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.46it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.31it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.82it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.14it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.37it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.51it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.61it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.68it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.73it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.76it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.79it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.80it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.81it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.83it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.83it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.84it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.84it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.84it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.84it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.84it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.85it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.86it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.24it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:41, 3.85it/s]
train: 1%| | 2/391 [00:00<01:08, 5.69it/s]
train: 1%| | 3/391 [00:00<00:57, 6.73it/s]
train: 1%| | 4/391 [00:00<00:52, 7.37it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.77it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.03it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.21it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.33it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.50it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.56it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.60it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.58it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.58it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.60it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.53it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.60it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.60it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.53it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.55it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.57it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.58it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.55it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.58it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.59it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.55it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.55it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.57it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.58it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.59it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.60it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.60it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.60it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.53it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.55it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.53it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.60it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.53it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.55it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.58it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.60it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.53it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.55it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.57it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.58it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.58it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.55it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.58it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.55it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.58it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.55it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.58it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.60it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.57it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.60it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.60it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.52it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.55it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.60it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.60it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.53it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.55it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.58it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.60it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.60it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.60it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.57it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.60it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.53it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.55it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.58it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.59it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.60it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.60it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.53it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.55it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.53it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.57it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.58it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.53it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.88it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 14.03it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 17.01it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.48it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.32it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.82it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.16it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.37it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.52it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.62it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.68it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.73it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.77it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.79it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.80it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.81it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.82it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.83it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.83it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.83it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.84it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.84it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.83it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.84it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.85it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.20it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:42, 3.82it/s]
train: 1%| | 2/391 [00:00<01:08, 5.67it/s]
train: 1%| | 3/391 [00:00<00:57, 6.72it/s]
train: 1%| | 4/391 [00:00<00:52, 7.36it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.77it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.03it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.21it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:44, 8.45it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.53it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.55it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.53it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.55it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.58it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.53it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.57it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.58it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.55it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.57it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.58it/s]
train: 23%|██▎ | 90/391 [00:10<00:35, 8.59it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.52it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.55it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.60it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.55it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.58it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:28, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.53it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.55it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.58it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.53it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.54it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.57it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.58it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.58it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.59it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.60it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.55it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.53it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.60it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.60it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.60it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.53it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.60it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.60it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.53it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.55it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.58it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.60it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.60it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.53it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.55it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.53it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.55it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.57it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.58it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.53it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.55it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.52it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.55it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.57it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.58it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.69it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.83it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.88it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.40it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.26it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.79it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.13it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.36it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.50it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.61it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.68it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.73it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.77it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.79it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.80it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.82it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.83it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.83it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.83it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.83it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.84it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.84it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.84it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.85it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.86it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.22it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:42, 3.79it/s]
train: 1%| | 2/391 [00:00<01:09, 5.64it/s]
train: 1%| | 3/391 [00:00<00:58, 6.69it/s]
train: 1%| | 4/391 [00:00<00:52, 7.34it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.75it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.02it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.20it/s]
train: 2%|▏ | 8/391 [00:01<00:46, 8.32it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.41it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.47it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.52it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.52it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.58it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.53it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.55it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.58it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.55it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.60it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.60it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.53it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.53it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.55it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.58it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.60it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.55it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.60it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.55it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.58it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.59it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.55it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.59it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.53it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.60it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.60it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.53it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.59it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.53it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.57it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.55it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.58it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.58it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.55it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.58it/s]
train: 63%|██████▎ | 245/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.55it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.58it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.60it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.59it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.55it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.58it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.60it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.55it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.57it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.60it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.60it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.55it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.60it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.53it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.55it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.58it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.60it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.60it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.60it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.60it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.55it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.57it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 325/391 [00:38<00:07, 8.59it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.53it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.60it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.53it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.53it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.55it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.59it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.60it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.60it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.57it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.58it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.53it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.55it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.52it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.55it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.57it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.58it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.75it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.88it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.90it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.41it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.27it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.80it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.14it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.36it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.51it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.61it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.68it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.73it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.77it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.79it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.79it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.81it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.82it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.83it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.83it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.84it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.84it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.84it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.84it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.85it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.86it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.23it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:40, 3.86it/s]
train: 1%| | 2/391 [00:00<01:08, 5.70it/s]
train: 1%| | 3/391 [00:00<00:57, 6.74it/s]
train: 1%| | 4/391 [00:00<00:52, 7.37it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.78it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.04it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.22it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.50it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.53it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.58it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.55it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.58it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.53it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.55it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.57it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.58it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.55it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.55it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.55it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.58it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.62it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.62it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.62it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.55it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.57it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:24, 8.61it/s]
train: 45%|████▌ | 177/391 [00:20<00:26, 8.08it/s]
train: 46%|████▌ | 178/391 [00:20<00:25, 8.24it/s]
train: 46%|████▌ | 179/391 [00:21<00:25, 8.35it/s]
train: 46%|████▌ | 180/391 [00:21<00:25, 8.43it/s]
train: 46%|████▋ | 181/391 [00:21<00:25, 8.40it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.46it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.51it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 185/391 [00:21<00:24, 8.56it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.58it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.60it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.61it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.62it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.62it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.57it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.62it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.61it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.62it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.62it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.58it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.58it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.59it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.54it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.62it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.62it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.61it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.62it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.62it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:09, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.62it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.61it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.57it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:38<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.62it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.62it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.62it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.62it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.62it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.62it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.55it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.57it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.61it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.62it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.94it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 14.09it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 17.06it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.52it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.35it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.86it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.19it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.40it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.54it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.64it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.71it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.75it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.79it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.81it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.83it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.84it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.84it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.85it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.85it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.85it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.86it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.86it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.86it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.86it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.87it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.87it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.22it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:44, 3.73it/s]
train: 1%| | 2/391 [00:00<01:09, 5.59it/s]
train: 1%| | 3/391 [00:00<00:58, 6.66it/s]
train: 1%| | 4/391 [00:00<00:52, 7.31it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.74it/s]
train: 2%|▏ | 6/391 [00:00<00:48, 8.01it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.20it/s]
train: 2%|▏ | 8/391 [00:01<00:46, 8.32it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.41it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.54it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:40, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.62it/s]
train: 10%|█ | 41/391 [00:04<00:40, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.58it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.62it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.62it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.62it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.54it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.58it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.61it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.62it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.61it/s]
train: 27%|██▋ | 107/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.62it/s]
train: 28%|██▊ | 111/391 [00:13<00:33, 8.47it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.52it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.55it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.58it/s]
train: 30%|██▉ | 116/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.62it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.62it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.62it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.62it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:24, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.62it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.61it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.61it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.54it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:30<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.62it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.60it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.60it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.60it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.62it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.62it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.56it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.58it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.76it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.77it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.84it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.38it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.26it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.80it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.15it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.38it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.53it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.64it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.71it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.76it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.79it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.81it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.82it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.83it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.84it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.85it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.85it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.86it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.86it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.86it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.86it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.86it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.87it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.88it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.25it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:41, 3.83it/s]
train: 1%| | 2/391 [00:00<01:08, 5.68it/s]
train: 1%| | 3/391 [00:00<00:57, 6.73it/s]
train: 1%| | 4/391 [00:00<00:52, 7.36it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.77it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.04it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.22it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:44, 8.45it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.50it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.58it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.54it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.62it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.62it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:40, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:40, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.53it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.61it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.55it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.62it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:13<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.62it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.62it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:24, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.62it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.62it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.61it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.62it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.62it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.54it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:30<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.52it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.55it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.62it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.62it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.62it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.62it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.60it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.60it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.61it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.62it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.62it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.62it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.57it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.61it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.62it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.59it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.64it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.75it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.32it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.21it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.77it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.12it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.36it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.52it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.63it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.70it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.75it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.79it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.81it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.83it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.84it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.84it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.85it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.86it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.86it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.86it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.86it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.86it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.86it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.87it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.88it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.24it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:40, 3.86it/s]
train: 1%| | 2/391 [00:00<01:08, 5.71it/s]
train: 1%| | 3/391 [00:00<00:57, 6.75it/s]
train: 1%| | 4/391 [00:00<00:52, 7.38it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.79it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.05it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.23it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.35it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.43it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 11/391 [00:01<00:44, 8.45it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.50it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.54it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.58it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.61it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.54it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.62it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.57it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.61it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:40, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.62it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.62it/s]
train: 10%|█ | 41/391 [00:04<00:40, 8.55it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.57it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.59it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.61it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.62it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.62it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.57it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.61it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.62it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.62it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.57it/s]
train: 23%|██▎ | 90/391 [00:10<00:35, 8.58it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.52it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.55it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.61it/s]
train: 27%|██▋ | 107/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.62it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.61it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:13<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.62it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.57it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.61it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.62it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.62it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.61it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.62it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.62it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.62it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:18<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.62it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.62it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.62it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.57it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.53it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.57it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.61it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.62it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.62it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.62it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.55it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.57it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.62it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.62it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.54it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 265/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.62it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.57it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.60it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.62it/s]
train: 71%|███████▏ | 279/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.57it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.61it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.62it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.62it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.57it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:09, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.62it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.62it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.62it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.62it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.62it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.62it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.62it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.62it/s]
train: 90%|████████▉ | 351/391 [00:40<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.61it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.61it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.62it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.87it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 14.02it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 17.01it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.49it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.33it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.84it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.17it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.39it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.54it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.64it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.71it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.75it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.79it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.81it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.83it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.84it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.85it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.85it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.85it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.85it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.86it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.86it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.86it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.86it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.87it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.87it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.22it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:40, 3.88it/s]
train: 1%| | 2/391 [00:00<01:08, 5.72it/s]
train: 1%| | 3/391 [00:00<00:57, 6.75it/s]
train: 1%| | 4/391 [00:00<00:52, 7.38it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.78it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.05it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.22it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.43it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 11/391 [00:01<00:44, 8.45it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.50it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.58it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.54it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.62it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:40, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:40, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.61it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.62it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.62it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.62it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.62it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.62it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.58it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:13<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.62it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.61it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.62it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.62it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.61it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.62it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.62it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:18<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:24, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.58it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.59it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.52it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.55it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.53it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.62it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.62it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.61it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.62it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.62it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.61it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.62it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.61it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.62it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.62it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.54it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:30<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.58it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.59it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.55it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.57it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:09, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.62it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.62it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.62it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.62it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.62it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.62it/s]
train: 90%|████████▉ | 351/391 [00:40<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.60it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.85it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 14.00it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 17.00it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.48it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.33it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.84it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.17it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.38it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.53it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.63it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.70it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.75it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.79it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.81it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.83it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.84it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.85it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.85it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.86it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.86it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.86it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.86it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.87it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.86it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.87it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.88it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.24it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:41, 3.83it/s]
train: 1%| | 2/391 [00:00<01:08, 5.68it/s]
train: 1%| | 3/391 [00:00<00:57, 6.72it/s]
train: 1%| | 4/391 [00:00<00:52, 7.36it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.77it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.04it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.22it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.43it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 11/391 [00:01<00:44, 8.45it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.50it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.62it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.61it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:40, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.62it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.62it/s]
train: 10%|█ | 41/391 [00:04<00:40, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.61it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.62it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.57it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.53it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.55it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.57it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.58it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.58it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 119/391 [00:13<00:31, 8.60it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.55it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.53it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.55it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.58it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.60it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.53it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.55it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.60it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.55it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.53it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.53it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.55it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.60it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.55it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.58it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.59it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.52it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.55it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.58it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.61it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.59it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.60it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.53it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.61it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.57it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.53it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.58it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.60it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.59it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.59it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.52it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.55it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.59it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.62it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.53it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.82it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.96it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.97it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.46it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.31it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.83it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.15it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.37it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.52it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.63it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.70it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.75it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.78it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.80it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.82it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.83it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.83it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.84it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.85it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.85it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.85it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.86it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.86it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.86it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.87it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.87it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.24it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:40, 3.86it/s]
train: 1%| | 2/391 [00:00<01:08, 5.71it/s]
train: 1%| | 3/391 [00:00<00:57, 6.75it/s]
train: 1%| | 4/391 [00:00<00:52, 7.38it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.78it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.04it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.22it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:44, 8.45it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.50it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.60it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.60it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.58it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.60it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.53it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.55it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.58it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.60it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.53it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.55it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.58it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.53it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.55it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.57it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.58it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.53it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.55it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.58it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.55it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.60it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.60it/s]
train: 26%|██▌ | 101/391 [00:11<00:34, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.55it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.60it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.60it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.55it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.58it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:28, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.53it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.55it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.53it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.60it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.59it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.60it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.53it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.55it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.60it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.60it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.60it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.53it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.58it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.62it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.58it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.58it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.55it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.58it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.58it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.55it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.58it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.61it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.60it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.53it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.53it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.55it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.60it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.55it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.57it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.58it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.53it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.55it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.55it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.60it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.60it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.83it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.96it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.96it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.45it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.29it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.81it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.15it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.36it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.52it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.61it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.68it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.73it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.75it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.78it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.80it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.81it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.82it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.83it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.83it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.83it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.83it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.84it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.84it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.84it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.85it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.22it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:42, 3.82it/s]
train: 1%| | 2/391 [00:00<01:08, 5.66it/s]
train: 1%| | 3/391 [00:00<00:57, 6.71it/s]
train: 1%| | 4/391 [00:00<00:52, 7.35it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.76it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.03it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.21it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.59it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:40, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.53it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.57it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.58it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.55it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.58it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.53it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.53it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.59it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.59it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.60it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.53it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.55it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.57it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.60it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.58it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.55it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.58it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.60it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.60it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.60it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.53it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.53it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.53it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.53it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.53it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.58it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.59it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.55it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.57it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.58it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.53it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.55it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.55it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.57it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.99it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 14.16it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 17.10it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.55it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.36it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.86it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.18it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.38it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.53it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.63it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.70it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.74it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.78it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.80it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.81it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.83it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.83it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.83it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.83it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.83it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.84it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.84it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.84it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.85it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.85it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.86it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.23it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:40, 3.87it/s]
train: 1%| | 2/391 [00:00<01:08, 5.71it/s]
train: 1%| | 3/391 [00:00<00:57, 6.75it/s]
train: 1%| | 4/391 [00:00<00:52, 7.38it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.78it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.05it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.22it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:44, 8.45it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.50it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.54it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.53it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.55it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.57it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.58it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 47/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.55it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.62it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.58it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.60it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.58it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.59it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.59it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.55it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:13<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.60it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.60it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.60it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.55it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.53it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.53it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.55it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.53it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.53it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.56it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.60it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.55it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.58it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.55it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.58it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.55it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.58it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.60it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.60it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.55it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.53it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.58it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.60it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.55it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.57it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.53it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.58it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.53it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.55it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.60it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.60it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.60it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.55it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.59it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.53it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.52it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.55it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.57it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.88it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.99it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.99it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.47it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.32it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.83it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.17it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.38it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.52it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.62it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.69it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.73it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.77it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.80it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.81it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.82it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.83it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.83it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.83it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.83it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.84it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.84it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.84it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.84it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.85it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.86it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.22it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:47, 3.64it/s]
train: 1%| | 2/391 [00:00<01:11, 5.41it/s]
train: 1%| | 3/391 [00:00<00:59, 6.52it/s]
train: 1%| | 4/391 [00:00<00:53, 7.21it/s]
train: 1%|▏ | 5/391 [00:00<00:50, 7.66it/s]
train: 2%|▏ | 6/391 [00:00<00:48, 7.95it/s]
train: 2%|▏ | 7/391 [00:00<00:47, 8.16it/s]
train: 2%|▏ | 8/391 [00:01<00:46, 8.30it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.40it/s]
train: 3%|▎ | 10/391 [00:01<00:45, 8.46it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.43it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.52it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:04<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.53it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.53it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.53it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.55it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.57it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.58it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.60it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.53it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.55it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.55it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.58it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.60it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.53it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:21<00:24, 8.60it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.60it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.53it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.53it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.51it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.54it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.56it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.57it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.58it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.52it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.56it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.60it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.55it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.58it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.60it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.55it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.58it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:28<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.55it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.58it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.55it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.58it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.54it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.58it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:33<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.57it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.56it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.59it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.60it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.60it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.53it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.55it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.57it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 325/391 [00:38<00:07, 8.59it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.60it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:40<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.53it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.60it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.57it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.58it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:45<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.62it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.82it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.97it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.98it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.46it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.30it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.82it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.15it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.36it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.52it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.61it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.68it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.73it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.76it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.79it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.80it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.81it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.83it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.83it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.83it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.83it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.83it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.83it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.84it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.84it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.85it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.21it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:43, 3.77it/s]
train: 1%| | 2/391 [00:00<01:09, 5.62it/s]
train: 1%| | 3/391 [00:00<00:58, 6.68it/s]
train: 1%| | 4/391 [00:00<00:52, 7.33it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.74it/s]
train: 2%|▏ | 6/391 [00:00<00:48, 8.02it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.20it/s]
train: 2%|▏ | 8/391 [00:01<00:46, 8.32it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.41it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.47it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.52it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.53it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.60it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.52it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.55it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.58it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.53it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.57it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.58it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.53it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.54it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.58it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.59it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.60it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:34, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.55it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.58it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.53it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.60it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.60it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.58it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.53it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.53it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.58it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.55it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.58it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.58it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.57it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.60it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.60it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.62it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.53it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.53it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.62it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.58it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.59it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.53it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.55it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.57it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:14, 5.49it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.58it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.70it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.28it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.18it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.73it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.09it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.33it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.49it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.60it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.67it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.72it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.76it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.78it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.80it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.81it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.82it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.83it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.83it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.83it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.83it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.84it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.85it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.85it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.86it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.22it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:43, 3.78it/s]
train: 1%| | 2/391 [00:00<01:08, 5.64it/s]
train: 1%| | 3/391 [00:00<00:57, 6.69it/s]
train: 1%| | 4/391 [00:00<00:52, 7.34it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.75it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.02it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.21it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.33it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.47it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.52it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.60it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.55it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.53it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.60it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.53it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.58it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.60it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.52it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.55it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.57it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.58it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.53it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:36, 8.54it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.56it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.58it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.59it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.58it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.55it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.58it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.59it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 150/391 [00:17<00:28, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.53it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.55it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.58it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.60it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.53it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.60it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.53it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.58it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.53it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.55it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.57it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.58it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.55it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.58it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.59it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.60it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.60it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.55it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.57it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.60it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.60it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.52it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.55it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.53it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.60it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.53it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:38<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.53it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.60it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.53it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.59it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 348/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.55it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.53it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.60it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.60it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.57it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.56it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.58it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.59it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.52it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.55it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.57it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.73it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.88it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.90it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.41it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.27it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.80it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.13it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.36it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.50it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.61it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.69it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.72it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.76it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.78it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.79it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.81it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.83it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.83it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.83it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.83it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.84it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.84it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.84it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.84it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.85it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.86it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.21it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:43, 3.78it/s]
train: 1%| | 2/391 [00:00<01:08, 5.64it/s]
train: 1%| | 3/391 [00:00<00:57, 6.70it/s]
train: 1%| | 4/391 [00:00<00:52, 7.34it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.75it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.02it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.20it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.33it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.41it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.58it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.55it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.53it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.58it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.60it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.53it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.58it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.60it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.53it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.59it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.54it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.53it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.57it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.58it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.59it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.53it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.58it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.60it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.62it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.62it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.57it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.61it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.62it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.62it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.57it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.62it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.62it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.62it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.54it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.56it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.62it/s]
train: 71%|███████▏ | 279/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.61it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.61it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.62it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.62it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.62it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.57it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.61it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.57it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.62it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.62it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.62it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.62it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.62it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.60it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.62it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.62it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.61it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.57it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.62it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.84it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 14.00it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 17.01it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.49it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.33it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.85it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.18it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.40it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.54it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.64it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.71it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.75it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.79it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.81it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.83it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.84it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.85it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.85it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.86it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.86it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.86it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.86it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.86it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.86it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.87it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.88it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.23it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:46, 3.66it/s]
train: 1%| | 2/391 [00:00<01:16, 5.08it/s]
train: 1%| | 3/391 [00:00<01:02, 6.25it/s]
train: 1%| | 4/391 [00:00<00:55, 7.01it/s]
train: 1%|▏ | 5/391 [00:00<00:51, 7.52it/s]
train: 2%|▏ | 6/391 [00:00<00:48, 7.86it/s]
train: 2%|▏ | 7/391 [00:00<00:47, 8.09it/s]
train: 2%|▏ | 8/391 [00:01<00:46, 8.26it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.37it/s]
train: 3%|▎ | 10/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.52it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.55it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.57it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.58it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.62it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.57it/s]
train: 8%|▊ | 33/391 [00:04<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.56it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.57it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.58it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.59it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.60it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.52it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.55it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.58it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:06<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.60it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.57it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.62it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.61it/s]
train: 27%|██▋ | 107/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.61it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.62it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.62it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.57it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.61it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.62it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:31, 8.27it/s]
train: 35%|███▍ | 135/391 [00:15<00:30, 8.37it/s]
train: 35%|███▍ | 136/391 [00:16<00:30, 8.44it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.50it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.53it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.56it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.58it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.52it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.55it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:18<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.62it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:24, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:21<00:24, 8.62it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.62it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.62it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.62it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.57it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:23<00:22, 8.61it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.61it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.62it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.62it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.62it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.61it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:28<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.61it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.62it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.54it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.61it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.62it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.62it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.57it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:33<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.61it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.60it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.53it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.57it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:38<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.62it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.62it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.62it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.62it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.57it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.62it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.62it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.61it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:45<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.83it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 14.00it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 17.00it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.49it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.33it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.85it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.18it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.39it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.54it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.64it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.71it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.76it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.79it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.81it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.83it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.84it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.85it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.85it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.86it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.86it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.86it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.86it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.86it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.86it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.87it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.88it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.24it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:41, 3.86it/s]
train: 1%| | 2/391 [00:00<01:08, 5.70it/s]
train: 1%| | 3/391 [00:00<00:57, 6.74it/s]
train: 1%| | 4/391 [00:00<00:52, 7.37it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.78it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.04it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.23it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.35it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.43it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 11/391 [00:01<00:44, 8.45it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.50it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.58it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.54it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:40, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:40, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.54it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.58it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.62it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:13<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:31, 8.52it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.55it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.57it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.58it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.59it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.60it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.52it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.55it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.58it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.62it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:24, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.62it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.62it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.62it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.60it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.62it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.62it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.61it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.62it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.62it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.54it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:30<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.61it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.62it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.57it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.61it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.62it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.62it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.61it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.60it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.53it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.62it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.62it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.97it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 14.12it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 17.09it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.55it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.37it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.88it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.20it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.41it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.55it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.65it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.71it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.76it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.79it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.81it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.83it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.84it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.85it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.85it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.86it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.86it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.86it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.87it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.87it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.86it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.87it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.88it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.25it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:40, 3.89it/s]
train: 1%| | 2/391 [00:00<01:07, 5.73it/s]
train: 1%| | 3/391 [00:00<00:57, 6.76it/s]
train: 1%| | 4/391 [00:00<00:52, 7.39it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.79it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.06it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.23it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.35it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.43it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 11/391 [00:01<00:44, 8.45it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.50it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.54it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.58it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.61it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.54it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.62it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.61it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:40, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.62it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.62it/s]
train: 10%|█ | 41/391 [00:04<00:40, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.57it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.57it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.62it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.57it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.57it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.61it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.62it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.62it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.55it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.57it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.61it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.52it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.55it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.62it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.57it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.61it/s]
train: 27%|██▋ | 107/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.62it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.62it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.62it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.60it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.61it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.62it/s]
train: 30%|███ | 119/391 [00:13<00:31, 8.62it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.62it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.61it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.62it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.62it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.59it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.61it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.62it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.62it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.62it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.62it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.62it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:18<00:26, 8.57it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.62it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.62it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.57it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:24, 8.61it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.61it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.62it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.62it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.62it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.57it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:23<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.62it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.57it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.58it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.60it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.62it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.61it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:28<00:16, 8.62it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.61it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.54it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:30<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.61it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.62it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.57it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.61it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.61it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.62it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.62it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.62it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.62it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.61it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.57it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.62it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.62it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.62it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.62it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.62it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.62it/s]
train: 90%|████████▉ | 351/391 [00:40<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.61it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.62it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.62it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.62it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.62it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.57it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.57it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.62it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:14, 5.48it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.61it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.73it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.30it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.21it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.76it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.12it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.35it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.51it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.62it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.69it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.74it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.78it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.80it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.82it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.83it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.84it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.85it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.85it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.86it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.86it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.86it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.86it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.86it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.87it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.88it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.25it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:41, 3.83it/s]
train: 1%| | 2/391 [00:00<01:08, 5.67it/s]
train: 1%| | 3/391 [00:00<00:57, 6.72it/s]
train: 1%| | 4/391 [00:00<00:52, 7.36it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.77it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.04it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.22it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.35it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.43it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 11/391 [00:01<00:44, 8.45it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.50it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.54it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.58it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.61it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.54it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.62it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.61it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:40, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.62it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.62it/s]
train: 10%|█ | 41/391 [00:04<00:40, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.61it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.62it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.57it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.57it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.61it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.62it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.55it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.57it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.58it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.60it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.58it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.62it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.62it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.57it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.61it/s]
train: 27%|██▋ | 107/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.62it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.62it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.60it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.61it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.62it/s]
train: 30%|███ | 119/391 [00:13<00:31, 8.62it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.62it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.61it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.62it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.62it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.62it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.61it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.62it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.62it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.62it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.57it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.58it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.59it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:18<00:26, 8.57it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.62it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:24, 8.61it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.62it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.62it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.60it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.62it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.62it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.62it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.57it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.61it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.62it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.62it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.57it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.61it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.62it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.62it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.62it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.62it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.60it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.61it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.62it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.62it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.54it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:30<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.61it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.61it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.61it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.62it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.50it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.53it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.55it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.57it/s]
train: 79%|███████▉ | 308/391 [00:35<00:09, 8.58it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.59it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.60it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.53it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.55it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.60it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.60it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.62it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.62it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.53it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.62it/s]
train: 90%|████████▉ | 351/391 [00:40<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.62it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.62it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.57it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.62it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.85it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.98it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.98it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.47it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.32it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.83it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.17it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.38it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.53it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.63it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.70it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.75it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.78it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.81it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.82it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.83it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.84it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.84it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.85it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.85it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.85it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.85it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.86it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.86it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.86it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.87it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.23it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:46, 3.66it/s]
train: 1%| | 2/391 [00:00<01:10, 5.48it/s]
train: 1%| | 3/391 [00:00<00:59, 6.57it/s]
train: 1%| | 4/391 [00:00<00:53, 7.25it/s]
train: 1%|▏ | 5/391 [00:00<00:50, 7.69it/s]
train: 2%|▏ | 6/391 [00:00<00:48, 7.98it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.18it/s]
train: 2%|▏ | 8/391 [00:01<00:46, 8.31it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.41it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.47it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.43it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.54it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:04<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.53it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.62it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.62it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.52it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.55it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:28, 8.60it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.53it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.55it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.58it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.60it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.60it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.53it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.55it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.59it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.60it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.60it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.55it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 179/391 [00:21<00:24, 8.60it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.60it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.58it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.57it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.58it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.58it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.58it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.58it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.59it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.60it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.55it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.55it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.58it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.60it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.60it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.60it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.55it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.57it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.60it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.55it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.60it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.53it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:38<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.53it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.55it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.57it/s]
train: 89%|████████▉ | 348/391 [00:40<00:05, 8.58it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.59it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.59it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.52it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.55it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.53it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.60it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.57it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.58it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.53it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.52it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.55it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.57it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:14, 5.54it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.63it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.73it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.30it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.20it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.75it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.11it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.34it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.50it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.60it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.68it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.73it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.76it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.79it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.81it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.82it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.83it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.84it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.84it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.85it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.85it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.85it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.84it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.85it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.86it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.23it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:41, 3.84it/s]
train: 1%| | 2/391 [00:00<01:08, 5.68it/s]
train: 1%| | 3/391 [00:00<00:57, 6.72it/s]
train: 1%| | 4/391 [00:00<00:52, 7.37it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.77it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.04it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.22it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.60it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:40, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.59it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.60it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.60it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.53it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.57it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.61it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.54it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.58it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.57it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.58it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.59it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.60it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.55it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.55it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.55it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.38it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.45it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.50it/s]
train: 45%|████▌ | 177/391 [00:20<00:25, 8.53it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.55it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.57it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.59it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.52it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.55it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.53it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.58it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.53it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.62it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.62it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.57it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.61it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.58it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.55it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.57it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.59it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.60it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.60it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.62it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.61it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.62it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.62it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.60it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.60it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.55it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.60it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.53it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.55it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.57it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.81it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.96it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.96it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.45it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.29it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.81it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.15it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.36it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.51it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.61it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.68it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.73it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.77it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.78it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.80it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.82it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.83it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.83it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.83it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.84it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.84it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.84it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.84it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.85it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.86it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.23it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:41, 3.86it/s]
train: 1%| | 2/391 [00:00<01:08, 5.70it/s]
train: 1%| | 3/391 [00:00<00:57, 6.74it/s]
train: 1%| | 4/391 [00:00<00:52, 7.37it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.77it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.04it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.21it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.55it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.58it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.53it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.55it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.58it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:39, 8.59it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.59it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.60it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.60it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.60it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.53it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.55it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.58it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.60it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.57it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.58it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.60it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.60it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.60it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.53it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.55it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.58it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.55it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.59it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.60it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.55it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.58it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:29, 8.53it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.56it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.57it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.58it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.59it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.59it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 150/391 [00:17<00:28, 8.60it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.53it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.55it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.58it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.60it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.53it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.53it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.53it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.58it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.53it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.57it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.60it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.60it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.55it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.58it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.58it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.52it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.54it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.58it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.59it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.55it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.58it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.55it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.58it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.59it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.55it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.58it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.60it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.57it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.60it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.60it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.55it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.59it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.60it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.60it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.53it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.55it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.60it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.53it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.55it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.58it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.60it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.60it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.52it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.55it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.49it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.53it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.56it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.57it/s]
train: 83%|████████▎ | 325/391 [00:38<00:07, 8.59it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.59it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.53it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.58it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.60it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.53it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.60it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.60it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.57it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.58it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.53it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.52it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:14, 5.54it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.64it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.74it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.31it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.20it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.75it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.10it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.33it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.49it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.60it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.67it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.73it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.76it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.79it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.80it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.81it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.83it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.83it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.84it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.84it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.83it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.84it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.84it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.85it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.86it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.23it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:42, 3.81it/s]
train: 1%| | 2/391 [00:00<01:08, 5.65it/s]
train: 1%| | 3/391 [00:00<00:57, 6.71it/s]
train: 1%| | 4/391 [00:00<00:52, 7.35it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.76it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.03it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.21it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.33it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.41it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.52it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:40, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:40, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.58it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.55it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.53it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:29, 8.38it/s]
train: 37%|███▋ | 145/391 [00:17<00:29, 8.45it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.50it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.53it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.56it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.57it/s]
train: 38%|███▊ | 150/391 [00:17<00:28, 8.58it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.52it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.55it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.58it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:24, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.53it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.55it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.53it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.58it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.57it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.55it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.58it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.59it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.58it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.58it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.55it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.60it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.57it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.53it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.60it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.54it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.56it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.57it/s]
train: 83%|████████▎ | 325/391 [00:38<00:07, 8.59it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.59it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.60it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.53it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.58it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.53it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.55it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.57it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.58it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.52it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.55it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.52it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.55it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.57it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.77it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.86it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.90it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.41it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.27it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.79it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.13it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.36it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.51it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.61it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.68it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.73it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.76it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.79it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.80it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.82it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.83it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.83it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.84it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.84it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.83it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.84it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.84it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.84it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.84it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.85it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.21it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:40, 3.87it/s]
train: 1%| | 2/391 [00:00<01:08, 5.72it/s]
train: 1%| | 3/391 [00:00<00:57, 6.76it/s]
train: 1%| | 4/391 [00:00<00:52, 7.38it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.78it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.04it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.22it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:44, 8.45it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.50it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.60it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.60it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.58it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.53it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.60it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.53it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.53it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.60it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.60it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.60it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:13<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.55it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:28, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.53it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.58it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.60it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.60it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.55it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.58it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.52it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.55it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.57it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.58it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.59it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.54it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.60it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.53it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.60it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.60it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.57it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.54it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.57it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.58it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.59it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.60it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.53it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.55it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.58it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.60it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.61it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.75it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.82it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.35it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.24it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.78it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.13it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.35it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.51it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.61it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.68it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.73it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.77it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.79it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.81it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.82it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.83it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.83it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.83it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.84it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.84it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.84it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.85it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.84it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.85it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.85it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.23it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:42, 3.80it/s]
train: 1%| | 2/391 [00:00<01:08, 5.65it/s]
train: 1%| | 3/391 [00:00<00:57, 6.71it/s]
train: 1%| | 4/391 [00:00<00:52, 7.35it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.76it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.03it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.21it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.33it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.53it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.53it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.55it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.58it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.60it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.53it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.55it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.57it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.58it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.53it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.57it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.59it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.60it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.55it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.55it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.58it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.58it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.60it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.60it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.52it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.55it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.53it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.53it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.60it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.55it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.58it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.60it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.55it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.60it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.53it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.60it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.52it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.55it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.57it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.58it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.59it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.58it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.53it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.57it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.70it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.83it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.88it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.40it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.26it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.79it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.13it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.36it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.50it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.62it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.68it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.73it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.76it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.78it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.80it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.81it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.83it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.83it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.84it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.84it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.84it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.84it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.83it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.84it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.85it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.23it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:41, 3.85it/s]
train: 1%| | 2/391 [00:00<01:08, 5.69it/s]
train: 1%| | 3/391 [00:00<00:57, 6.74it/s]
train: 1%| | 4/391 [00:00<00:52, 7.37it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.77it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.04it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.22it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.50it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.58it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.53it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.58it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.60it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.60it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.53it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.57it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.53it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.58it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.59it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:13<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.55it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.58it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.53it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.60it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.60it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.53it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.55it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.58it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.58it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.58it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.58it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.58it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.55it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.58it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.60it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.55it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.57it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.61it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:09, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.53it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.55it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.57it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.53it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.60it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.60it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.55it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.53it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.91it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 14.06it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 17.04it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.50it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.33it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.84it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.17it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.38it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.52it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.62it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.69it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.74it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.77it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.79it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.81it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.80it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.81it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.82it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.83it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.83it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.84it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.84it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.84it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.85it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.85it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.85it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.22it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:43, 3.78it/s]
train: 1%| | 2/391 [00:00<01:09, 5.63it/s]
train: 1%| | 3/391 [00:00<00:58, 6.69it/s]
train: 1%| | 4/391 [00:00<00:52, 7.34it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.75it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.02it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.21it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.33it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.55it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.58it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.59it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.58it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.50it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.53it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.56it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.57it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.58it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.58it/s]
train: 12%|█▏ | 47/391 [00:05<00:40, 8.58it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.59it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.55it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.56it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.60it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.53it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.55it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.58it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.58it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.60it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.59it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.59it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.53it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.55it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.58it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.60it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:24, 8.61it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.59it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.60it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.53it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.62it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.62it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.57it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.61it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.62it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.53it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.62it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.62it/s]
train: 54%|█████▎ | 210/391 [00:24<00:20, 8.62it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.55it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.57it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.61it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.62it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.62it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.62it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:21, 7.38it/s]
train: 59%|█████▉ | 230/391 [00:26<00:20, 7.71it/s]
train: 59%|█████▉ | 231/391 [00:27<00:20, 7.90it/s]
train: 59%|█████▉ | 232/391 [00:27<00:19, 8.10it/s]
train: 60%|█████▉ | 233/391 [00:27<00:19, 8.25it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.36it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.44it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.49it/s]
train: 61%|██████ | 237/391 [00:27<00:18, 8.53it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.56it/s]
train: 61%|██████ | 239/391 [00:28<00:17, 8.58it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.59it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.52it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.55it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.62it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.62it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.62it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.54it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.57it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.61it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.62it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.62it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.55it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.57it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.62it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.62it/s]
train: 71%|███████▏ | 279/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:33<00:12, 8.57it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.61it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.61it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:35<00:10, 8.62it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.62it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.57it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:09, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.62it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.62it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.61it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.57it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 325/391 [00:38<00:07, 8.61it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.62it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.62it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.62it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.59it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.62it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.62it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:40<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.62it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.62it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.62it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.55it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.62it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.62it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.62it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.62it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.55it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.57it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.61it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.57it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.54it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:45<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.62it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.61it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.74it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.83it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.37it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.25it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.79it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.14it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.37it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.52it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.62it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.69it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.75it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.78it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.81it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.83it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.83it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.84it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.85it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.85it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.85it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.86it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.86it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.86it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.86it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.87it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.88it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.23it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:42, 3.81it/s]
train: 1%| | 2/391 [00:00<01:08, 5.66it/s]
train: 1%| | 3/391 [00:00<00:57, 6.72it/s]
train: 1%| | 4/391 [00:00<00:52, 7.36it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.77it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.04it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.22it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.43it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 11/391 [00:01<00:44, 8.45it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.50it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.58it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.54it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.62it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:40, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:40, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.61it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.58it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.48it/s]
train: 19%|█▉ | 74/391 [00:08<00:37, 8.52it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.55it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.56it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.58it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.59it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.59it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.60it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.53it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.55it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.58it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.58it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.61it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:13<00:31, 8.62it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.62it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.62it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.62it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.58it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.59it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.59it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:24, 8.61it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.62it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.62it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.62it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.62it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.61it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.62it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.62it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.62it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.61it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.54it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:30<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.61it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.62it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.57it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.61it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.62it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.62it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.57it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.62it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.61it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.62it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:14, 5.46it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.45it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.61it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.22it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.15it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.72it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.09it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.33it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.50it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.61it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.69it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.74it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.77it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.80it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.82it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.83it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.84it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.85it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.86it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.86it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.86it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.86it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.86it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.86it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.87it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.87it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.24it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:41, 3.84it/s]
train: 1%| | 2/391 [00:00<01:12, 5.40it/s]
train: 1%| | 3/391 [00:00<00:59, 6.51it/s]
train: 1%| | 4/391 [00:00<00:53, 7.21it/s]
train: 1%|▏ | 5/391 [00:00<00:50, 7.66it/s]
train: 2%|▏ | 6/391 [00:00<00:48, 7.96it/s]
train: 2%|▏ | 7/391 [00:00<00:47, 8.16it/s]
train: 2%|▏ | 8/391 [00:01<00:46, 8.30it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.40it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.47it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.54it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.62it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.61it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:40, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.62it/s]
train: 10%|█ | 41/391 [00:04<00:40, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.57it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.61it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.57it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.62it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.62it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.57it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.60it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.55it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.57it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.58it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.62it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.62it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.55it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.57it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.61it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.62it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.62it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.54it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.62it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.61it/s]
train: 27%|██▋ | 107/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.62it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.61it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.62it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.62it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.61it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.62it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.62it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.61it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.62it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.62it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.62it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.57it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:27, 8.43it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.49it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.52it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.55it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.57it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.58it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.59it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.60it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.60it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.62it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.62it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.62it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.62it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.61it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.62it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.62it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.57it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.62it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.62it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.57it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.61it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.62it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.62it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.62it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.62it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.62it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.62it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.61it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.62it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.62it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.62it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.59it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.62it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.62it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.54it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.61it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.62it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.62it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.62it/s]
train: 71%|███████▏ | 279/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.57it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.61it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.61it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.62it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.62it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.62it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.59it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.61it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.62it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.62it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.62it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.60it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.62it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.61it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.62it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.62it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.62it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.57it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.61it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.62it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:14, 5.43it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.51it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.66it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.26it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.17it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.74it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.10it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.34it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.50it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.61it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.68it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.74it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.78it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.80it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.82it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.83it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.84it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.85it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.85it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.85it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.85it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.85it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.85it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.86it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.86it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.87it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.22it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:41, 3.85it/s]
train: 1%| | 2/391 [00:00<01:08, 5.69it/s]
train: 1%| | 3/391 [00:00<00:57, 6.73it/s]
train: 1%| | 4/391 [00:00<00:52, 7.37it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.78it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.04it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.22it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.43it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:44, 8.45it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.50it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.58it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.54it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:40, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:40, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.61it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.57it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.61it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.62it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.62it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.54it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.58it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.61it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:13<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.62it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.60it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.60it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.53it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.62it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.58it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.57it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.62it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.54it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.58it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 265/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.57it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.53it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.62it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.78it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.91it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.94it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.44it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.30it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.83it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.16it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.38it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.53it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.63it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.70it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.75it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.79it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.81it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.83it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.84it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.85it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.85it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.85it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.84it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.85it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.85it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.86it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.86it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.87it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.87it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.24it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:40, 3.87it/s]
train: 1%| | 2/391 [00:00<01:08, 5.71it/s]
train: 1%| | 3/391 [00:00<00:57, 6.75it/s]
train: 1%| | 4/391 [00:00<00:52, 7.38it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.78it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.05it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.23it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.35it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.43it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 11/391 [00:01<00:44, 8.45it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.50it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.54it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.58it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.61it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.54it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.61it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:40, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.61it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.62it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.61it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.61it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.54it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.58it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.61it/s]
train: 27%|██▋ | 107/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.62it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.61it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:13<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.62it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.62it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.62it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:18<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.62it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.62it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.57it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.61it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.62it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.62it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.57it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:23<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.62it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.62it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.61it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.62it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.62it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.55it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.61it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.62it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.54it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 265/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.57it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.57it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.61it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.61it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.62it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.49it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.53it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.55it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.59it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.60it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:40<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.55it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.62it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.62it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.57it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.61it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.81it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.97it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.98it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.47it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.31it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.83it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.17it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.39it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.53it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.63it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.70it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.75it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.78it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.81it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.82it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.83it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.84it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.85it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.85it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.86it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.86it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.86it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.86it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.86it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.87it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.88it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.24it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:42, 3.79it/s]
train: 1%| | 2/391 [00:00<01:09, 5.60it/s]
train: 1%| | 3/391 [00:00<00:58, 6.67it/s]
train: 1%| | 4/391 [00:00<00:52, 7.32it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.74it/s]
train: 2%|▏ | 6/391 [00:00<00:48, 8.02it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.21it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:44, 8.45it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.50it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.54it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.58it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.61it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.54it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.62it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.57it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.61it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:40, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.62it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.62it/s]
train: 10%|█ | 41/391 [00:04<00:40, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.61it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.57it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.62it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.61it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.62it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.57it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.61it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.62it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.62it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.54it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 119/391 [00:13<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.58it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.53it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.60it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.60it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.52it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.55it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.60it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.53it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.57it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.58it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.55it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.58it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.55it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.55it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.58it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.57it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.53it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.60it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.62it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.62it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.62it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.57it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.51it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.54it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.57it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.58it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.59it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.52it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.55it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.62it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.55it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.57it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:12, 6.11it/s]
eval: 4%|▍ | 3/79 [00:00<00:06, 12.42it/s]
eval: 8%|▊ | 6/79 [00:00<00:04, 16.52it/s]
eval: 11%|█▏ | 9/79 [00:00<00:03, 18.28it/s]
eval: 15%|█▌ | 12/79 [00:00<00:03, 19.23it/s]
eval: 19%|█▉ | 15/79 [00:00<00:03, 19.79it/s]
eval: 23%|██▎ | 18/79 [00:00<00:03, 20.13it/s]
eval: 27%|██▋ | 21/79 [00:01<00:02, 20.36it/s]
eval: 30%|███ | 24/79 [00:01<00:02, 20.51it/s]
eval: 34%|███▍ | 27/79 [00:01<00:02, 20.62it/s]
eval: 38%|███▊ | 30/79 [00:01<00:02, 20.69it/s]
eval: 42%|████▏ | 33/79 [00:01<00:02, 20.74it/s]
eval: 46%|████▌ | 36/79 [00:01<00:02, 20.77it/s]
eval: 49%|████▉ | 39/79 [00:01<00:01, 20.80it/s]
eval: 53%|█████▎ | 42/79 [00:02<00:01, 20.80it/s]
eval: 57%|█████▋ | 45/79 [00:02<00:01, 20.81it/s]
eval: 61%|██████ | 48/79 [00:02<00:01, 20.82it/s]
eval: 65%|██████▍ | 51/79 [00:02<00:01, 20.83it/s]
eval: 68%|██████▊ | 54/79 [00:02<00:01, 20.83it/s]
eval: 72%|███████▏ | 57/79 [00:02<00:01, 20.84it/s]
eval: 76%|███████▌ | 60/79 [00:03<00:00, 20.84it/s]
eval: 80%|███████▉ | 63/79 [00:03<00:00, 20.84it/s]
eval: 84%|████████▎ | 66/79 [00:03<00:00, 20.84it/s]
eval: 87%|████████▋ | 69/79 [00:03<00:00, 20.84it/s]
eval: 91%|█████████ | 72/79 [00:03<00:00, 20.85it/s]
eval: 95%|█████████▍| 75/79 [00:03<00:00, 20.86it/s]
eval: 99%|█████████▊| 78/79 [00:03<00:00, 20.87it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:41, 3.83it/s]
train: 1%| | 2/391 [00:00<01:08, 5.67it/s]
train: 1%| | 3/391 [00:00<00:57, 6.72it/s]
train: 1%| | 4/391 [00:00<00:52, 7.36it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.77it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.03it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.21it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:44, 8.45it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.50it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.58it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.60it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.60it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.53it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.57it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.58it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.60it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.60it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.60it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.53it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.58it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.59it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.59it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.60it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.60it/s]
train: 26%|██▌ | 101/391 [00:11<00:34, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.55it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.55it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.55it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.60it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.55it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.58it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.59it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.53it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.58it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.60it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.53it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.55it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.59it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.59it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.60it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.60it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.55it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.57it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.58it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.59it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.60it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.53it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.55it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.59it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.59it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.52it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.55it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.58it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.53it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.55it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.57it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.60it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.60it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.58it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.60it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.60it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.58it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.58it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.58it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.55it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.58it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.54it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.55it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.60it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.55it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.60it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.60it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.53it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.53it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.60it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.57it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 325/391 [00:38<00:07, 8.59it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.58it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.58it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.59it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.60it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.53it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.52it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.55it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.57it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.85it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 14.01it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 17.01it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.48it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.32it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.83it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.16it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.38it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.52it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.62it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.69it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.74it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.76it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.79it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.81it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.81it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.83it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.83it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.83it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.83it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.84it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.84it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.83it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.84it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.85it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.22it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:41, 3.85it/s]
train: 1%| | 2/391 [00:00<01:08, 5.69it/s]
train: 1%| | 3/391 [00:00<00:57, 6.74it/s]
train: 1%| | 4/391 [00:00<00:52, 7.37it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.77it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.04it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.22it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.58it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.60it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.53it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.59it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.60it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.60it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.53it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.60it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.60it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.53it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.55it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.57it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.58it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.60it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.53it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.55it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.58it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.55it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.55it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.57it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.58it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:34, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.55it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.58it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.59it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.53it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.55it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.58it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.60it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.60it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.53it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.55it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.59it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.60it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.53it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.55it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.60it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.53it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.57it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.60it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.58it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.60it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.60it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.55it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.58it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.55it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.60it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.55it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.58it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.55it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.58it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.59it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.60it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.55it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.58it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.59it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.52it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.54it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.55it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.57it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.60it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.57it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.55it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.53it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.60it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.60it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.53it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.55it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.60it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.57it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 325/391 [00:38<00:07, 8.59it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.58it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.53it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.58it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.59it/s]
train: 89%|████████▉ | 348/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.60it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.60it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.55it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.53it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.56it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.57it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.58it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.52it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.55it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.59it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.60it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.60it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.55it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.57it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.58it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.53it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.55it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.57it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.98it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 14.13it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 17.09it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.54it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.36it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.85it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.18it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.39it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.52it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.62it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.69it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.73it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.77it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.79it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.80it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.81it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.82it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.83it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.83it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.83it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.84it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.84it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.83it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.84it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.86it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.22it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:41, 3.84it/s]
train: 1%| | 2/391 [00:00<01:08, 5.69it/s]
train: 1%| | 3/391 [00:00<00:57, 6.73it/s]
train: 1%| | 4/391 [00:00<00:52, 7.37it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.77it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.04it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.21it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:44, 8.45it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.50it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.58it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.60it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.55it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.53it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.55it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.58it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.53it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.57it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.58it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.59it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.52it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.55it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.58it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.60it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:34, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.55it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.58it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 150/391 [00:17<00:28, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.53it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.55it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.58it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.57it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.58it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.59it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.60it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.55it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:25, 8.36it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.43it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.49it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.52it/s]
train: 47%|████▋ | 185/391 [00:21<00:24, 8.55it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.56it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.58it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.59it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.60it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.60it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.52it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.55it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.58it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.55it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.58it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.55it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.56it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.60it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.57it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:38<00:07, 8.59it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.53it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.59it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.60it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.53it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.55it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.62it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.76it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.83it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.37it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.24it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.78it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.13it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.36it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.51it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.60it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.68it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.73it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.77it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.79it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.81it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.81it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.83it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.82it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.83it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.84it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.83it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.84it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.84it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.84it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.85it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.23it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:46, 3.65it/s]
train: 1%| | 2/391 [00:00<01:11, 5.44it/s]
train: 1%| | 3/391 [00:00<00:59, 6.54it/s]
train: 1%| | 4/391 [00:00<00:53, 7.23it/s]
train: 1%|▏ | 5/391 [00:00<00:50, 7.67it/s]
train: 2%|▏ | 6/391 [00:00<00:48, 7.97it/s]
train: 2%|▏ | 7/391 [00:00<00:47, 8.17it/s]
train: 2%|▏ | 8/391 [00:01<00:46, 8.30it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.40it/s]
train: 3%|▎ | 10/391 [00:01<00:45, 8.46it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.43it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.52it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:04<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.58it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.53it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.58it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.57it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.60it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.60it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.54it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.58it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:24, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 179/391 [00:21<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.53it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.53it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.58it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.60it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:33<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.57it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.55it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.53it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.59it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.53it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.58it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.60it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.60it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.57it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 325/391 [00:38<00:07, 8.59it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.53it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.60it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.57it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.59it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.60it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.53it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.55it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.57it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.58it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.80it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 13.95it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 16.95it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.44it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.29it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.80it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.14it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.36it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.50it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.61it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.68it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.72it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.76it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.79it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.80it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.82it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.83it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.83it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.83it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.83it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.84it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.83it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.84it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.85it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.86it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.21it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:41, 3.85it/s]
train: 1%| | 2/391 [00:00<01:08, 5.67it/s]
train: 1%| | 3/391 [00:00<00:57, 6.72it/s]
train: 1%| | 4/391 [00:00<00:52, 7.36it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.77it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.03it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.21it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.34it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.41it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.47it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.60it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.55it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.58it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.60it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.60it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.53it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.55it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.58it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.60it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.53it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.58it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.60it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.53it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.57it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.60it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.53it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.55it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.57it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:35, 8.45it/s]
train: 24%|██▍ | 93/391 [00:10<00:35, 8.50it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.53it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.55it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.57it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.58it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.59it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.60it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.60it/s]
train: 26%|██▌ | 101/391 [00:11<00:34, 8.53it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.55it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.56it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.53it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.55it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.55it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.58it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.60it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.53it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.58it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.60it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.53it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.55it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.53it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.57it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.58it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.59it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.53it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.57it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.53it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.57it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.58it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.55it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.58it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.60it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.55it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.58it/s]
train: 63%|██████▎ | 245/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.59it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.58it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.55it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.56it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.56it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.58it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.60it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.57it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.55it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.52it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.55it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.60it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.60it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.53it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.58it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.60it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.55it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.57it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 325/391 [00:38<00:07, 8.59it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.59it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.53it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.55it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.58it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.60it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.60it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.60it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.53it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.56it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.60it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.53it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.59it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.60it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.55it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.57it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.57it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.58it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.59it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.53it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.55it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.57it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.86it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 14.01it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 17.00it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.47it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.31it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.83it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.15it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.37it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.52it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.61it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.68it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.72it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.76it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.79it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.80it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.81it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.82it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.83it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.83it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.83it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.84it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.84it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.83it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.83it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.85it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.85it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.20it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:42, 3.81it/s]
train: 1%| | 2/391 [00:00<01:09, 5.63it/s]
train: 1%| | 3/391 [00:00<00:58, 6.69it/s]
train: 1%| | 4/391 [00:00<00:52, 7.34it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.75it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.02it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.20it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.33it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.55it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.58it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.58it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:40, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.58it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.56it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.53it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.57it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.60it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.60it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.55it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.57it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.58it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.57it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.60it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.60it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.53it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.60it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.60it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.53it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.55it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.57it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.58it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.60it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.60it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.53it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.60it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.53it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.60it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.53it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.55it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.60it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.53it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.56it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.57it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.59it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.60it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.53it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.55it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.57it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.59it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.60it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.61it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.53it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.55it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.57it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.60it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.61it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.59it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.60it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.55it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.57it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:10, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.60it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.61it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.52it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.55it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.58it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.56it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.61it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.53it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.57it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.58it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.61it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.57it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.60it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.61it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.61it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:43<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.53it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.55it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.57it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.53it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.55it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.56it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.57it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.61it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.61it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.90it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 14.05it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 17.03it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.49it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.33it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.85it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.16it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.38it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.53it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.62it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.70it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.73it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.77it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.79it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.81it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.82it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.83it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.83it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.84it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.84it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.83it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.84it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.84it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.84it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.84it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.85it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.21it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:41, 3.83it/s]
train: 1%| | 2/391 [00:00<01:08, 5.66it/s]
train: 1%| | 3/391 [00:00<00:57, 6.71it/s]
train: 1%| | 4/391 [00:00<00:52, 7.35it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.76it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.03it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.21it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.33it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.42it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.48it/s]
train: 3%|▎ | 11/391 [00:01<00:45, 8.44it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.53it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.57it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.59it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.60it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.53it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.55it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.57it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.58it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.59it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.53it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.55it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.57it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.58it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.60it/s]
train: 10%|▉ | 38/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:41, 8.53it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.57it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 47/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.60it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.53it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.55it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.57it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.60it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.61it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.61it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.53it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.57it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.59it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.56it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.57it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.60it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.53it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.58it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.61it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.54it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.58it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.59it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.60it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 107/391 [00:12<00:33, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.60it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.50it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.53it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.56it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 116/391 [00:13<00:32, 8.59it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 119/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.55it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.57it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.59it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.60it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.58it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.60it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.53it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.60it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.56it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.60it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.61it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.53it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.61it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.59it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.61it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.53it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.60it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.61it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.53it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.57it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.58it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.60it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:26<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.60it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.61it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.60it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.61it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.54it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.57it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.59it/s]
train: 68%|██████▊ | 265/391 [00:31<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.61it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.57it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:13, 8.61it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.56it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.59it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.61it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.58it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.59it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.60it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.60it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.53it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.56it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.61it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.61it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.62it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.57it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:09, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:36<00:09, 8.61it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.62it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.62it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.56it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.61it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.53it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.55it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.57it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.60it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.62it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.62it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.62it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.61it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.62it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.62it/s]
train: 90%|████████▉ | 351/391 [00:41<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.61it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.62it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.54it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.56it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.60it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.61it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.56it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.57it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.59it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.60it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.53it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.59it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.62it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:13, 5.89it/s]
eval: 5%|▌ | 4/79 [00:00<00:05, 14.06it/s]
eval: 9%|▉ | 7/79 [00:00<00:04, 17.04it/s]
eval: 13%|█▎ | 10/79 [00:00<00:03, 18.51it/s]
eval: 16%|█▋ | 13/79 [00:00<00:03, 19.35it/s]
eval: 20%|██ | 16/79 [00:00<00:03, 19.86it/s]
eval: 24%|██▍ | 19/79 [00:01<00:02, 20.19it/s]
eval: 28%|██▊ | 22/79 [00:01<00:02, 20.40it/s]
eval: 32%|███▏ | 25/79 [00:01<00:02, 20.54it/s]
eval: 35%|███▌ | 28/79 [00:01<00:02, 20.64it/s]
eval: 39%|███▉ | 31/79 [00:01<00:02, 20.71it/s]
eval: 43%|████▎ | 34/79 [00:01<00:02, 20.76it/s]
eval: 47%|████▋ | 37/79 [00:01<00:02, 20.79it/s]
eval: 51%|█████ | 40/79 [00:02<00:01, 20.81it/s]
eval: 54%|█████▍ | 43/79 [00:02<00:01, 20.83it/s]
eval: 58%|█████▊ | 46/79 [00:02<00:01, 20.84it/s]
eval: 62%|██████▏ | 49/79 [00:02<00:01, 20.85it/s]
eval: 66%|██████▌ | 52/79 [00:02<00:01, 20.85it/s]
eval: 70%|██████▉ | 55/79 [00:02<00:01, 20.86it/s]
eval: 73%|███████▎ | 58/79 [00:02<00:01, 20.86it/s]
eval: 77%|███████▋ | 61/79 [00:03<00:00, 20.86it/s]
eval: 81%|████████ | 64/79 [00:03<00:00, 20.87it/s]
eval: 85%|████████▍ | 67/79 [00:03<00:00, 20.86it/s]
eval: 89%|████████▊ | 70/79 [00:03<00:00, 20.86it/s]
eval: 92%|█████████▏| 73/79 [00:03<00:00, 20.87it/s]
eval: 96%|█████████▌| 76/79 [00:03<00:00, 20.88it/s]
eval: 100%|██████████| 79/79 [00:03<00:00, 22.23it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:41, 3.85it/s]
train: 1%| | 2/391 [00:00<01:08, 5.69it/s]
train: 1%| | 3/391 [00:00<00:57, 6.74it/s]
train: 1%| | 4/391 [00:00<00:52, 7.37it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.78it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.05it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.23it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.35it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.43it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 11/391 [00:01<00:44, 8.45it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.50it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.54it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.58it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.61it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.54it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.62it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.62it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.62it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.57it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.61it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:40, 8.61it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.61it/s]
train: 10%|█ | 41/391 [00:04<00:40, 8.54it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.56it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.58it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.59it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.61it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.61it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.57it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.59it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.62it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.62it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.57it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.57it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.61it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.62it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.62it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.62it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.57it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.60it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.61it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.60it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.53it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.58it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.61it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.62it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.62it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.61it/s]
train: 27%|██▋ | 107/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 111/391 [00:13<00:33, 8.46it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.50it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.53it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.55it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.57it/s]
train: 30%|██▉ | 116/391 [00:13<00:32, 8.58it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.59it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.60it/s]
train: 30%|███ | 119/391 [00:13<00:31, 8.61it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.61it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.53it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.56it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.55it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.57it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.59it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.60it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.61it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.53it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.56it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.60it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.57it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.59it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.60it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 150/391 [00:17<00:28, 8.61it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.54it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.56it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.59it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.61it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.61it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:19<00:26, 8.57it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.62it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.62it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.59it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.60it/s]
train: 45%|████▌ | 176/391 [00:20<00:24, 8.61it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.62it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.62it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.56it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.59it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.61it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.61it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.62it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.56it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.61it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.62it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.54it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.56it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.58it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.59it/s]
train: 52%|█████▏ | 205/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.62it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.62it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.54it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.56it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.58it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.61it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.56it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.62it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.62it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.57it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.61it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.61it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.62it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.56it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.59it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.57it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.61it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.62it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.62it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.62it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.55it/s]
train: 67%|██████▋ | 262/391 [00:30<00:15, 8.57it/s]
train: 67%|██████▋ | 263/391 [00:30<00:14, 8.58it/s]
train: 68%|██████▊ | 264/391 [00:30<00:14, 8.60it/s]
train: 68%|██████▊ | 265/391 [00:30<00:14, 8.60it/s]
train: 68%|██████▊ | 266/391 [00:31<00:14, 8.61it/s]
train: 68%|██████▊ | 267/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▊ | 268/391 [00:31<00:14, 8.61it/s]
train: 69%|██████▉ | 269/391 [00:31<00:14, 8.62it/s]
train: 69%|██████▉ | 270/391 [00:31<00:14, 8.62it/s]
train: 69%|██████▉ | 271/391 [00:31<00:14, 8.54it/s]
train: 70%|██████▉ | 272/391 [00:31<00:13, 8.57it/s]
train: 70%|██████▉ | 273/391 [00:31<00:13, 8.58it/s]
train: 70%|███████ | 274/391 [00:32<00:13, 8.59it/s]
train: 70%|███████ | 275/391 [00:32<00:13, 8.60it/s]
train: 71%|███████ | 276/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 277/391 [00:32<00:13, 8.61it/s]
train: 71%|███████ | 278/391 [00:32<00:13, 8.61it/s]
train: 71%|███████▏ | 279/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 280/391 [00:32<00:12, 8.62it/s]
train: 72%|███████▏ | 281/391 [00:32<00:12, 8.54it/s]
train: 72%|███████▏ | 282/391 [00:32<00:12, 8.57it/s]
train: 72%|███████▏ | 283/391 [00:33<00:12, 8.58it/s]
train: 73%|███████▎ | 284/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 285/391 [00:33<00:12, 8.60it/s]
train: 73%|███████▎ | 286/391 [00:33<00:12, 8.61it/s]
train: 73%|███████▎ | 287/391 [00:33<00:12, 8.61it/s]
train: 74%|███████▎ | 288/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 289/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 290/391 [00:33<00:11, 8.62it/s]
train: 74%|███████▍ | 291/391 [00:34<00:11, 8.54it/s]
train: 75%|███████▍ | 292/391 [00:34<00:11, 8.57it/s]
train: 75%|███████▍ | 293/391 [00:34<00:11, 8.58it/s]
train: 75%|███████▌ | 294/391 [00:34<00:11, 8.59it/s]
train: 75%|███████▌ | 295/391 [00:34<00:11, 8.60it/s]
train: 76%|███████▌ | 296/391 [00:34<00:11, 8.61it/s]
train: 76%|███████▌ | 297/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▌ | 298/391 [00:34<00:10, 8.61it/s]
train: 76%|███████▋ | 299/391 [00:34<00:10, 8.62it/s]
train: 77%|███████▋ | 300/391 [00:35<00:10, 8.61it/s]
train: 77%|███████▋ | 301/391 [00:35<00:10, 8.54it/s]
train: 77%|███████▋ | 302/391 [00:35<00:10, 8.56it/s]
train: 77%|███████▋ | 303/391 [00:35<00:10, 8.58it/s]
train: 78%|███████▊ | 304/391 [00:35<00:10, 8.59it/s]
train: 78%|███████▊ | 305/391 [00:35<00:09, 8.60it/s]
train: 78%|███████▊ | 306/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▊ | 307/391 [00:35<00:09, 8.61it/s]
train: 79%|███████▉ | 308/391 [00:35<00:09, 8.62it/s]
train: 79%|███████▉ | 309/391 [00:36<00:09, 8.62it/s]
train: 79%|███████▉ | 310/391 [00:36<00:09, 8.62it/s]
train: 80%|███████▉ | 311/391 [00:36<00:09, 8.54it/s]
train: 80%|███████▉ | 312/391 [00:36<00:09, 8.57it/s]
train: 80%|████████ | 313/391 [00:36<00:09, 8.58it/s]
train: 80%|████████ | 314/391 [00:36<00:08, 8.59it/s]
train: 81%|████████ | 315/391 [00:36<00:08, 8.60it/s]
train: 81%|████████ | 316/391 [00:36<00:08, 8.61it/s]
train: 81%|████████ | 317/391 [00:37<00:08, 8.61it/s]
train: 81%|████████▏ | 318/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 319/391 [00:37<00:08, 8.61it/s]
train: 82%|████████▏ | 320/391 [00:37<00:08, 8.62it/s]
train: 82%|████████▏ | 321/391 [00:37<00:08, 8.54it/s]
train: 82%|████████▏ | 322/391 [00:37<00:08, 8.57it/s]
train: 83%|████████▎ | 323/391 [00:37<00:07, 8.58it/s]
train: 83%|████████▎ | 324/391 [00:37<00:07, 8.59it/s]
train: 83%|████████▎ | 325/391 [00:37<00:07, 8.60it/s]
train: 83%|████████▎ | 326/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▎ | 327/391 [00:38<00:07, 8.61it/s]
train: 84%|████████▍ | 328/391 [00:38<00:07, 8.62it/s]
train: 84%|████████▍ | 329/391 [00:38<00:07, 8.62it/s]
train: 84%|████████▍ | 330/391 [00:38<00:07, 8.62it/s]
train: 85%|████████▍ | 331/391 [00:38<00:07, 8.54it/s]
train: 85%|████████▍ | 332/391 [00:38<00:06, 8.56it/s]
train: 85%|████████▌ | 333/391 [00:38<00:06, 8.58it/s]
train: 85%|████████▌ | 334/391 [00:39<00:06, 8.59it/s]
train: 86%|████████▌ | 335/391 [00:39<00:06, 8.60it/s]
train: 86%|████████▌ | 336/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▌ | 337/391 [00:39<00:06, 8.61it/s]
train: 86%|████████▋ | 338/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 339/391 [00:39<00:06, 8.61it/s]
train: 87%|████████▋ | 340/391 [00:39<00:05, 8.62it/s]
train: 87%|████████▋ | 341/391 [00:39<00:05, 8.54it/s]
train: 87%|████████▋ | 342/391 [00:39<00:05, 8.56it/s]
train: 88%|████████▊ | 343/391 [00:40<00:05, 8.58it/s]
train: 88%|████████▊ | 344/391 [00:40<00:05, 8.59it/s]
train: 88%|████████▊ | 345/391 [00:40<00:05, 8.60it/s]
train: 88%|████████▊ | 346/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▊ | 347/391 [00:40<00:05, 8.61it/s]
train: 89%|████████▉ | 348/391 [00:40<00:04, 8.62it/s]
train: 89%|████████▉ | 349/391 [00:40<00:04, 8.62it/s]
train: 90%|████████▉ | 350/391 [00:40<00:04, 8.62it/s]
train: 90%|████████▉ | 351/391 [00:40<00:04, 8.54it/s]
train: 90%|█████████ | 352/391 [00:41<00:04, 8.56it/s]
train: 90%|█████████ | 353/391 [00:41<00:04, 8.58it/s]
train: 91%|█████████ | 354/391 [00:41<00:04, 8.59it/s]
train: 91%|█████████ | 355/391 [00:41<00:04, 8.60it/s]
train: 91%|█████████ | 356/391 [00:41<00:04, 8.61it/s]
train: 91%|█████████▏| 357/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 358/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 359/391 [00:41<00:03, 8.61it/s]
train: 92%|█████████▏| 360/391 [00:42<00:03, 8.62it/s]
train: 92%|█████████▏| 361/391 [00:42<00:03, 8.55it/s]
train: 93%|█████████▎| 362/391 [00:42<00:03, 8.57it/s]
train: 93%|█████████▎| 363/391 [00:42<00:03, 8.58it/s]
train: 93%|█████████▎| 364/391 [00:42<00:03, 8.59it/s]
train: 93%|█████████▎| 365/391 [00:42<00:03, 8.60it/s]
train: 94%|█████████▎| 366/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 367/391 [00:42<00:02, 8.61it/s]
train: 94%|█████████▍| 368/391 [00:42<00:02, 8.62it/s]
train: 94%|█████████▍| 369/391 [00:43<00:02, 8.62it/s]
train: 95%|█████████▍| 370/391 [00:43<00:02, 8.62it/s]
train: 95%|█████████▍| 371/391 [00:43<00:02, 8.54it/s]
train: 95%|█████████▌| 372/391 [00:43<00:02, 8.57it/s]
train: 95%|█████████▌| 373/391 [00:43<00:02, 8.58it/s]
train: 96%|█████████▌| 374/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 375/391 [00:43<00:01, 8.60it/s]
train: 96%|█████████▌| 376/391 [00:43<00:01, 8.61it/s]
train: 96%|█████████▋| 377/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 378/391 [00:44<00:01, 8.62it/s]
train: 97%|█████████▋| 379/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 380/391 [00:44<00:01, 8.61it/s]
train: 97%|█████████▋| 381/391 [00:44<00:01, 8.54it/s]
train: 98%|█████████▊| 382/391 [00:44<00:01, 8.56it/s]
train: 98%|█████████▊| 383/391 [00:44<00:00, 8.54it/s]
train: 98%|█████████▊| 384/391 [00:44<00:00, 8.56it/s]
train: 98%|█████████▊| 385/391 [00:44<00:00, 8.58it/s]
train: 99%|█████████▊| 386/391 [00:45<00:00, 8.60it/s]
train: 99%|█████████▉| 387/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 388/391 [00:45<00:00, 8.61it/s]
train: 99%|█████████▉| 389/391 [00:45<00:00, 8.62it/s]
train: 100%|█████████▉| 390/391 [00:45<00:00, 8.62it/s]
eval: 0%| | 0/79 [00:00<?, ?it/s]
eval: 1%|▏ | 1/79 [00:00<00:14, 5.42it/s]
eval: 4%|▍ | 3/79 [00:00<00:06, 11.64it/s]
eval: 8%|▊ | 6/79 [00:00<00:04, 15.97it/s]
eval: 11%|█▏ | 9/79 [00:00<00:03, 17.93it/s]
eval: 15%|█▌ | 12/79 [00:00<00:03, 19.00it/s]
eval: 19%|█▉ | 15/79 [00:00<00:03, 19.64it/s]
eval: 23%|██▎ | 18/79 [00:01<00:03, 20.04it/s]
eval: 27%|██▋ | 21/79 [00:01<00:02, 20.30it/s]
eval: 30%|███ | 24/79 [00:01<00:02, 20.48it/s]
eval: 34%|███▍ | 27/79 [00:01<00:02, 20.60it/s]
eval: 38%|███▊ | 30/79 [00:01<00:02, 20.68it/s]
eval: 42%|████▏ | 33/79 [00:01<00:02, 20.74it/s]
eval: 46%|████▌ | 36/79 [00:01<00:02, 20.78it/s]
eval: 49%|████▉ | 39/79 [00:02<00:01, 20.80it/s]
eval: 53%|█████▎ | 42/79 [00:02<00:01, 20.82it/s]
eval: 57%|█████▋ | 45/79 [00:02<00:01, 20.83it/s]
eval: 61%|██████ | 48/79 [00:02<00:01, 20.84it/s]
eval: 65%|██████▍ | 51/79 [00:02<00:01, 20.85it/s]
eval: 68%|██████▊ | 54/79 [00:02<00:01, 20.85it/s]
eval: 72%|███████▏ | 57/79 [00:02<00:01, 20.86it/s]
eval: 76%|███████▌ | 60/79 [00:03<00:00, 20.86it/s]
eval: 80%|███████▉ | 63/79 [00:03<00:00, 20.86it/s]
eval: 84%|████████▎ | 66/79 [00:03<00:00, 20.86it/s]
eval: 87%|████████▋ | 69/79 [00:03<00:00, 20.86it/s]
eval: 91%|█████████ | 72/79 [00:03<00:00, 20.87it/s]
eval: 95%|█████████▍| 75/79 [00:03<00:00, 20.88it/s]
eval: 99%|█████████▊| 78/79 [00:03<00:00, 20.88it/s]
train: 0%| | 0/391 [00:00<?, ?it/s]
train: 0%| | 1/391 [00:00<01:41, 3.85it/s]
train: 1%| | 2/391 [00:00<01:08, 5.69it/s]
train: 1%| | 3/391 [00:00<00:57, 6.74it/s]
train: 1%| | 4/391 [00:00<00:52, 7.37it/s]
train: 1%|▏ | 5/391 [00:00<00:49, 7.78it/s]
train: 2%|▏ | 6/391 [00:00<00:47, 8.05it/s]
train: 2%|▏ | 7/391 [00:00<00:46, 8.22it/s]
train: 2%|▏ | 8/391 [00:01<00:45, 8.35it/s]
train: 2%|▏ | 9/391 [00:01<00:45, 8.43it/s]
train: 3%|▎ | 10/391 [00:01<00:44, 8.49it/s]
train: 3%|▎ | 11/391 [00:01<00:44, 8.45it/s]
train: 3%|▎ | 12/391 [00:01<00:44, 8.50it/s]
train: 3%|▎ | 13/391 [00:01<00:44, 8.54it/s]
train: 4%|▎ | 14/391 [00:01<00:44, 8.56it/s]
train: 4%|▍ | 15/391 [00:01<00:43, 8.58it/s]
train: 4%|▍ | 16/391 [00:02<00:43, 8.59it/s]
train: 4%|▍ | 17/391 [00:02<00:43, 8.60it/s]
train: 5%|▍ | 18/391 [00:02<00:43, 8.61it/s]
train: 5%|▍ | 19/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 20/391 [00:02<00:43, 8.61it/s]
train: 5%|▌ | 21/391 [00:02<00:43, 8.54it/s]
train: 6%|▌ | 22/391 [00:02<00:43, 8.56it/s]
train: 6%|▌ | 23/391 [00:02<00:42, 8.58it/s]
train: 6%|▌ | 24/391 [00:02<00:42, 8.59it/s]
train: 6%|▋ | 25/391 [00:03<00:42, 8.60it/s]
train: 7%|▋ | 26/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 27/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 28/391 [00:03<00:42, 8.61it/s]
train: 7%|▋ | 29/391 [00:03<00:42, 8.61it/s]
train: 8%|▊ | 30/391 [00:03<00:41, 8.61it/s]
train: 8%|▊ | 31/391 [00:03<00:42, 8.54it/s]
train: 8%|▊ | 32/391 [00:03<00:41, 8.56it/s]
train: 8%|▊ | 33/391 [00:03<00:41, 8.58it/s]
train: 9%|▊ | 34/391 [00:04<00:41, 8.59it/s]
train: 9%|▉ | 35/391 [00:04<00:41, 8.60it/s]
train: 9%|▉ | 36/391 [00:04<00:41, 8.61it/s]
train: 9%|▉ | 37/391 [00:04<00:41, 8.61it/s]
train: 10%|▉ | 38/391 [00:04<00:40, 8.62it/s]
train: 10%|▉ | 39/391 [00:04<00:40, 8.62it/s]
train: 10%|█ | 40/391 [00:04<00:40, 8.62it/s]
train: 10%|█ | 41/391 [00:04<00:40, 8.55it/s]
train: 11%|█ | 42/391 [00:05<00:40, 8.57it/s]
train: 11%|█ | 43/391 [00:05<00:40, 8.59it/s]
train: 11%|█▏ | 44/391 [00:05<00:40, 8.60it/s]
train: 12%|█▏ | 45/391 [00:05<00:40, 8.61it/s]
train: 12%|█▏ | 46/391 [00:05<00:40, 8.61it/s]
train: 12%|█▏ | 47/391 [00:05<00:39, 8.61it/s]
train: 12%|█▏ | 48/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 49/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 50/391 [00:05<00:39, 8.62it/s]
train: 13%|█▎ | 51/391 [00:06<00:39, 8.54it/s]
train: 13%|█▎ | 52/391 [00:06<00:39, 8.57it/s]
train: 14%|█▎ | 53/391 [00:06<00:39, 8.58it/s]
train: 14%|█▍ | 54/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 55/391 [00:06<00:39, 8.60it/s]
train: 14%|█▍ | 56/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 57/391 [00:06<00:38, 8.61it/s]
train: 15%|█▍ | 58/391 [00:06<00:38, 8.61it/s]
train: 15%|█▌ | 59/391 [00:07<00:38, 8.62it/s]
train: 15%|█▌ | 60/391 [00:07<00:38, 8.62it/s]
train: 16%|█▌ | 61/391 [00:07<00:38, 8.54it/s]
train: 16%|█▌ | 62/391 [00:07<00:38, 8.56it/s]
train: 16%|█▌ | 63/391 [00:07<00:38, 8.58it/s]
train: 16%|█▋ | 64/391 [00:07<00:38, 8.59it/s]
train: 17%|█▋ | 65/391 [00:07<00:37, 8.60it/s]
train: 17%|█▋ | 66/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 67/391 [00:07<00:37, 8.61it/s]
train: 17%|█▋ | 68/391 [00:08<00:37, 8.61it/s]
train: 18%|█▊ | 69/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 70/391 [00:08<00:37, 8.62it/s]
train: 18%|█▊ | 71/391 [00:08<00:37, 8.54it/s]
train: 18%|█▊ | 72/391 [00:08<00:37, 8.57it/s]
train: 19%|█▊ | 73/391 [00:08<00:37, 8.58it/s]
train: 19%|█▉ | 74/391 [00:08<00:36, 8.59it/s]
train: 19%|█▉ | 75/391 [00:08<00:36, 8.60it/s]
train: 19%|█▉ | 76/391 [00:08<00:36, 8.61it/s]
train: 20%|█▉ | 77/391 [00:09<00:36, 8.61it/s]
train: 20%|█▉ | 78/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 79/391 [00:09<00:36, 8.61it/s]
train: 20%|██ | 80/391 [00:09<00:36, 8.61it/s]
train: 21%|██ | 81/391 [00:09<00:36, 8.54it/s]
train: 21%|██ | 82/391 [00:09<00:36, 8.56it/s]
train: 21%|██ | 83/391 [00:09<00:35, 8.58it/s]
train: 21%|██▏ | 84/391 [00:09<00:35, 8.59it/s]
train: 22%|██▏ | 85/391 [00:10<00:35, 8.58it/s]
train: 22%|██▏ | 86/391 [00:10<00:35, 8.59it/s]
train: 22%|██▏ | 87/391 [00:10<00:35, 8.60it/s]
train: 23%|██▎ | 88/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 89/391 [00:10<00:35, 8.61it/s]
train: 23%|██▎ | 90/391 [00:10<00:34, 8.62it/s]
train: 23%|██▎ | 91/391 [00:10<00:35, 8.54it/s]
train: 24%|██▎ | 92/391 [00:10<00:34, 8.56it/s]
train: 24%|██▍ | 93/391 [00:10<00:34, 8.58it/s]
train: 24%|██▍ | 94/391 [00:11<00:34, 8.59it/s]
train: 24%|██▍ | 95/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 96/391 [00:11<00:34, 8.60it/s]
train: 25%|██▍ | 97/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 98/391 [00:11<00:34, 8.61it/s]
train: 25%|██▌ | 99/391 [00:11<00:33, 8.61it/s]
train: 26%|██▌ | 100/391 [00:11<00:33, 8.62it/s]
train: 26%|██▌ | 101/391 [00:11<00:33, 8.54it/s]
train: 26%|██▌ | 102/391 [00:12<00:33, 8.56it/s]
train: 26%|██▋ | 103/391 [00:12<00:33, 8.58it/s]
train: 27%|██▋ | 104/391 [00:12<00:33, 8.59it/s]
train: 27%|██▋ | 105/391 [00:12<00:33, 8.60it/s]
train: 27%|██▋ | 106/391 [00:12<00:33, 8.61it/s]
train: 27%|██▋ | 107/391 [00:12<00:32, 8.61it/s]
train: 28%|██▊ | 108/391 [00:12<00:32, 8.62it/s]
train: 28%|██▊ | 109/391 [00:12<00:32, 8.62it/s]
train: 28%|██▊ | 110/391 [00:12<00:32, 8.62it/s]
train: 28%|██▊ | 111/391 [00:13<00:32, 8.54it/s]
train: 29%|██▊ | 112/391 [00:13<00:32, 8.57it/s]
train: 29%|██▉ | 113/391 [00:13<00:32, 8.58it/s]
train: 29%|██▉ | 114/391 [00:13<00:32, 8.59it/s]
train: 29%|██▉ | 115/391 [00:13<00:32, 8.60it/s]
train: 30%|██▉ | 116/391 [00:13<00:31, 8.61it/s]
train: 30%|██▉ | 117/391 [00:13<00:31, 8.61it/s]
train: 30%|███ | 118/391 [00:13<00:31, 8.62it/s]
train: 30%|███ | 119/391 [00:13<00:31, 8.62it/s]
train: 31%|███ | 120/391 [00:14<00:31, 8.62it/s]
train: 31%|███ | 121/391 [00:14<00:31, 8.55it/s]
train: 31%|███ | 122/391 [00:14<00:31, 8.57it/s]
train: 31%|███▏ | 123/391 [00:14<00:31, 8.58it/s]
train: 32%|███▏ | 124/391 [00:14<00:31, 8.59it/s]
train: 32%|███▏ | 125/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 126/391 [00:14<00:30, 8.60it/s]
train: 32%|███▏ | 127/391 [00:14<00:30, 8.61it/s]
train: 33%|███▎ | 128/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 129/391 [00:15<00:30, 8.61it/s]
train: 33%|███▎ | 130/391 [00:15<00:30, 8.62it/s]
train: 34%|███▎ | 131/391 [00:15<00:30, 8.54it/s]
train: 34%|███▍ | 132/391 [00:15<00:30, 8.57it/s]
train: 34%|███▍ | 133/391 [00:15<00:30, 8.58it/s]
train: 34%|███▍ | 134/391 [00:15<00:29, 8.59it/s]
train: 35%|███▍ | 135/391 [00:15<00:29, 8.60it/s]
train: 35%|███▍ | 136/391 [00:15<00:29, 8.61it/s]
train: 35%|███▌ | 137/391 [00:16<00:29, 8.61it/s]
train: 35%|███▌ | 138/391 [00:16<00:29, 8.61it/s]
train: 36%|███▌ | 139/391 [00:16<00:29, 8.62it/s]
train: 36%|███▌ | 140/391 [00:16<00:29, 8.62it/s]
train: 36%|███▌ | 141/391 [00:16<00:29, 8.54it/s]
train: 36%|███▋ | 142/391 [00:16<00:29, 8.56it/s]
train: 37%|███▋ | 143/391 [00:16<00:28, 8.58it/s]
train: 37%|███▋ | 144/391 [00:16<00:28, 8.59it/s]
train: 37%|███▋ | 145/391 [00:17<00:28, 8.60it/s]
train: 37%|███▋ | 146/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 147/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 148/391 [00:17<00:28, 8.61it/s]
train: 38%|███▊ | 149/391 [00:17<00:28, 8.62it/s]
train: 38%|███▊ | 150/391 [00:17<00:27, 8.62it/s]
train: 39%|███▊ | 151/391 [00:17<00:28, 8.55it/s]
train: 39%|███▉ | 152/391 [00:17<00:27, 8.57it/s]
train: 39%|███▉ | 153/391 [00:17<00:27, 8.58it/s]
train: 39%|███▉ | 154/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 155/391 [00:18<00:27, 8.60it/s]
train: 40%|███▉ | 156/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 157/391 [00:18<00:27, 8.61it/s]
train: 40%|████ | 158/391 [00:18<00:27, 8.62it/s]
train: 41%|████ | 159/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 160/391 [00:18<00:26, 8.62it/s]
train: 41%|████ | 161/391 [00:18<00:26, 8.54it/s]
train: 41%|████▏ | 162/391 [00:18<00:26, 8.57it/s]
train: 42%|████▏ | 163/391 [00:19<00:26, 8.58it/s]
train: 42%|████▏ | 164/391 [00:19<00:26, 8.59it/s]
train: 42%|████▏ | 165/391 [00:19<00:26, 8.60it/s]
train: 42%|████▏ | 166/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 167/391 [00:19<00:26, 8.61it/s]
train: 43%|████▎ | 168/391 [00:19<00:25, 8.61it/s]
train: 43%|████▎ | 169/391 [00:19<00:25, 8.62it/s]
train: 43%|████▎ | 170/391 [00:19<00:25, 8.62it/s]
train: 44%|████▎ | 171/391 [00:20<00:25, 8.54it/s]
train: 44%|████▍ | 172/391 [00:20<00:25, 8.56it/s]
train: 44%|████▍ | 173/391 [00:20<00:25, 8.57it/s]
train: 45%|████▍ | 174/391 [00:20<00:25, 8.58it/s]
train: 45%|████▍ | 175/391 [00:20<00:25, 8.59it/s]
train: 45%|████▌ | 176/391 [00:20<00:24, 8.60it/s]
train: 45%|████▌ | 177/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 178/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 179/391 [00:20<00:24, 8.61it/s]
train: 46%|████▌ | 180/391 [00:21<00:24, 8.62it/s]
train: 46%|████▋ | 181/391 [00:21<00:24, 8.54it/s]
train: 47%|████▋ | 182/391 [00:21<00:24, 8.57it/s]
train: 47%|████▋ | 183/391 [00:21<00:24, 8.58it/s]
train: 47%|████▋ | 184/391 [00:21<00:24, 8.60it/s]
train: 47%|████▋ | 185/391 [00:21<00:23, 8.60it/s]
train: 48%|████▊ | 186/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 187/391 [00:21<00:23, 8.61it/s]
train: 48%|████▊ | 188/391 [00:22<00:23, 8.62it/s]
train: 48%|████▊ | 189/391 [00:22<00:23, 8.62it/s]
train: 49%|████▊ | 190/391 [00:22<00:23, 8.62it/s]
train: 49%|████▉ | 191/391 [00:22<00:23, 8.54it/s]
train: 49%|████▉ | 192/391 [00:22<00:23, 8.57it/s]
train: 49%|████▉ | 193/391 [00:22<00:23, 8.58it/s]
train: 50%|████▉ | 194/391 [00:22<00:22, 8.59it/s]
train: 50%|████▉ | 195/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 196/391 [00:22<00:22, 8.60it/s]
train: 50%|█████ | 197/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 198/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 199/391 [00:23<00:22, 8.61it/s]
train: 51%|█████ | 200/391 [00:23<00:22, 8.55it/s]
train: 51%|█████▏ | 201/391 [00:23<00:22, 8.49it/s]
train: 52%|█████▏ | 202/391 [00:23<00:22, 8.53it/s]
train: 52%|█████▏ | 203/391 [00:23<00:21, 8.55it/s]
train: 52%|█████▏ | 204/391 [00:23<00:21, 8.57it/s]
train: 52%|█████▏ | 205/391 [00:23<00:21, 8.58it/s]
train: 53%|█████▎ | 206/391 [00:24<00:21, 8.59it/s]
train: 53%|█████▎ | 207/391 [00:24<00:21, 8.60it/s]
train: 53%|█████▎ | 208/391 [00:24<00:21, 8.61it/s]
train: 53%|█████▎ | 209/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▎ | 210/391 [00:24<00:21, 8.61it/s]
train: 54%|█████▍ | 211/391 [00:24<00:21, 8.53it/s]
train: 54%|█████▍ | 212/391 [00:24<00:20, 8.55it/s]
train: 54%|█████▍ | 213/391 [00:24<00:20, 8.57it/s]
train: 55%|█████▍ | 214/391 [00:25<00:20, 8.59it/s]
train: 55%|█████▍ | 215/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 216/391 [00:25<00:20, 8.60it/s]
train: 55%|█████▌ | 217/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 218/391 [00:25<00:20, 8.61it/s]
train: 56%|█████▌ | 219/391 [00:25<00:19, 8.61it/s]
train: 56%|█████▋ | 220/391 [00:25<00:19, 8.62it/s]
train: 57%|█████▋ | 221/391 [00:25<00:19, 8.54it/s]
train: 57%|█████▋ | 222/391 [00:25<00:19, 8.57it/s]
train: 57%|█████▋ | 223/391 [00:26<00:19, 8.58it/s]
train: 57%|█████▋ | 224/391 [00:26<00:19, 8.59it/s]
train: 58%|█████▊ | 225/391 [00:26<00:19, 8.60it/s]
train: 58%|█████▊ | 226/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 227/391 [00:26<00:19, 8.61it/s]
train: 58%|█████▊ | 228/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▊ | 229/391 [00:26<00:18, 8.61it/s]
train: 59%|█████▉ | 230/391 [00:26<00:18, 8.62it/s]
train: 59%|█████▉ | 231/391 [00:27<00:18, 8.54it/s]
train: 59%|█████▉ | 232/391 [00:27<00:18, 8.56it/s]
train: 60%|█████▉ | 233/391 [00:27<00:18, 8.58it/s]
train: 60%|█████▉ | 234/391 [00:27<00:18, 8.59it/s]
train: 60%|██████ | 235/391 [00:27<00:18, 8.60it/s]
train: 60%|██████ | 236/391 [00:27<00:18, 8.61it/s]
train: 61%|██████ | 237/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 238/391 [00:27<00:17, 8.61it/s]
train: 61%|██████ | 239/391 [00:27<00:17, 8.62it/s]
train: 61%|██████▏ | 240/391 [00:28<00:17, 8.62it/s]
train: 62%|██████▏ | 241/391 [00:28<00:17, 8.54it/s]
train: 62%|██████▏ | 242/391 [00:28<00:17, 8.57it/s]
train: 62%|██████▏ | 243/391 [00:28<00:17, 8.58it/s]
train: 62%|██████▏ | 244/391 [00:28<00:17, 8.60it/s]
train: 63%|██████▎ | 245/391 [00:28<00:16, 8.60it/s]
train: 63%|██████▎ | 246/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 247/391 [00:28<00:16, 8.61it/s]
train: 63%|██████▎ | 248/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▎ | 249/391 [00:29<00:16, 8.61it/s]
train: 64%|██████▍ | 250/391 [00:29<00:16, 8.62it/s]
train: 64%|██████▍ | 251/391 [00:29<00:16, 8.54it/s]
train: 64%|██████▍ | 252/391 [00:29<00:16, 8.56it/s]
train: 65%|██████▍ | 253/391 [00:29<00:16, 8.58it/s]
train: 65%|██████▍ | 254/391 [00:29<00:15, 8.59it/s]
train: 65%|██████▌ | 255/391 [00:29<00:15, 8.60it/s]
train: 65%|██████▌ | 256/391 [00:29<00:15, 8.61it/s]
train: 66%|██████▌ | 257/391 [00:30<00:15, 8.61it/s]
train: 66%|██████▌ | 258/391 [00:30<00:15, 8.62it/s]
train: 66%|██████▌ | 259/391 [00:30<00:15, 8.62it/s]
train: 66%|██████▋ | 260/391 [00:30<00:15, 8.62it/s]
train: 67%|██████▋ | 261/391 [00:30<00:15, 8.54it/s]
|